Package com.irurueta.navigation.inertial.calibration.accelerometer

Class RobustKnownBiasAndFrameAccelerometerCalibrator

java.lang.Object
com.irurueta.navigation.inertial.calibration.accelerometer.RobustKnownBiasAndFrameAccelerometerCalibrator
All Implemented Interfaces:
AccelerometerCalibrator, AccelerometerNonLinearCalibrator, KnownBiasAccelerometerCalibrator, OrderedStandardDeviationFrameBodyKinematicsAccelerometerCalibrator, QualityScoredAccelerometerCalibrator
Direct Known Subclasses:
LMedSRobustKnownBiasAndFrameAccelerometerCalibrator, MSACRobustKnownBiasAndFrameAccelerometerCalibrator, PROMedSRobustKnownBiasAndFrameAccelerometerCalibrator, PROSACRobustKnownBiasAndFrameAccelerometerCalibrator, RANSACRobustKnownBiasAndFrameAccelerometerCalibrator
public abstract class RobustKnownBiasAndFrameAccelerometerCalibrator extends Object implements AccelerometerNonLinearCalibrator, KnownBiasAccelerometerCalibrator, OrderedStandardDeviationFrameBodyKinematicsAccelerometerCalibrator, QualityScoredAccelerometerCalibrator
This is an abstract class to robustly estimate accelerometer cross couplings and scaling factors. This estimator assumes that biases are known.

To use this calibrator at least 4 measurements at different known frames must be provided. In other words, accelerometer samples must be obtained at 4 different positions, orientations and velocities (although typically velocities are always zero).

Measured specific force is assumed to follow the model shown below: 

     fmeas = ba + (I + Ma) * ftrue + w
Where: - fmeas is the measured specific force. This is a 3x1 vector. - ba is accelerometer bias. Ideally, on a perfect accelerometer, this should be a 3x1 zero vector. - I is the 3x3 identity matrix. - Ma is the 3x3 matrix containing cross-couplings and scaling factors. Ideally, on a perfect accelerometer, this should be a 3x3 zero matrix. - ftrue is ground-truth specific force. - w is measurement noise.

  • Field Details

    • DEFAULT_USE_COMMON_Z_AXIS

      public static final boolean DEFAULT_USE_COMMON_Z_AXIS
      Indicates whether by default a common z-axis is assumed for both the accelerometer and gyroscope.
      See Also:

    • MINIMUM_MEASUREMENTS

      public static final int MINIMUM_MEASUREMENTS
      Required minimum number of measurements.
      See Also:

    • DEFAULT_USE_LINEAR_CALIBRATOR

      public static final boolean DEFAULT_USE_LINEAR_CALIBRATOR
      Indicates that by default a linear calibrator is used for preliminary solution estimation. The result obtained on each preliminary solution might be later refined.
      See Also:

    • DEFAULT_REFINE_PRELIMINARY_SOLUTIONS

      public static final boolean DEFAULT_REFINE_PRELIMINARY_SOLUTIONS
      Indicates that by default preliminary solutions are refined.
      See Also:

    • DEFAULT_ROBUST_METHOD

      public static final com.irurueta.numerical.robust.RobustEstimatorMethod DEFAULT_ROBUST_METHOD
      Default robust estimator method when none is provided.

    • DEFAULT_REFINE_RESULT

      public static final boolean DEFAULT_REFINE_RESULT
      Indicates that result is refined by default using a non-linear calibrator (which uses a Levenberg-Marquardt fitter).
      See Also:

    • DEFAULT_KEEP_COVARIANCE

      public static final boolean DEFAULT_KEEP_COVARIANCE
      Indicates that covariance is kept by default after refining result.
      See Also:

    • DEFAULT_PROGRESS_DELTA

      public static final float DEFAULT_PROGRESS_DELTA
      Default amount of progress variation before notifying a change in estimation progress. By default this is set to 5%.
      See Also:

    • MIN_PROGRESS_DELTA

      public static final float MIN_PROGRESS_DELTA
      Minimum allowed value for progress delta.
      See Also:

    • MAX_PROGRESS_DELTA

      public static final float MAX_PROGRESS_DELTA
      Maximum allowed value for progress delta.
      See Also:

    • DEFAULT_CONFIDENCE

      public static final double DEFAULT_CONFIDENCE
      Constant defining default confidence of the estimated result, which is 99%. This means that with a probability of 99% estimation will be accurate because chosen sub-samples will be inliers.
      See Also:

    • DEFAULT_MAX_ITERATIONS

      public static final int DEFAULT_MAX_ITERATIONS
      Default maximum allowed number of iterations.
      See Also:

    • MIN_CONFIDENCE

      public static final double MIN_CONFIDENCE
      Minimum allowed confidence value.
      See Also:

    • MAX_CONFIDENCE

      public static final double MAX_CONFIDENCE
      Maximum allowed confidence value.
      See Also:

    • MIN_ITERATIONS

      public static final int MIN_ITERATIONS
      Minimum allowed number of iterations.
      See Also:

    • measurements

      protected List<StandardDeviationFrameBodyKinematics> measurements
      Contains a list of body kinematics measurements taken at different frames (positions, orientations and velocities) and containing the standard deviations of accelerometer and gyroscope measurements. If a single device IMU needs to be calibrated, typically all measurements are taken at the same position, with zero velocity and multiple orientations. However, if we just want to calibrate a given IMU model (e.g. obtain an average and less precise calibration for the IMU of a given phone model), we could take measurements collected throughout the planet at multiple positions while the phone remains static (e.g. while charging), hence each measurement position will change, velocity will remain zero and orientation will be typically constant at horizontal orientation while the phone remains on a flat surface.

    • listener

      protected RobustKnownBiasAndFrameAccelerometerCalibratorListener listener
      Listener to be notified of events such as when calibration starts, ends or its progress significantly changes.

    • running

      protected boolean running
      Indicates whether estimator is running.

    • progressDelta

      protected float progressDelta
      Amount of progress variation before notifying a progress change during calibration.

    • confidence

      protected double confidence
      Amount of confidence expressed as a value between 0.0 and 1.0 (which is equivalent to 100%). The amount of confidence indicates the probability that the estimated result is correct. Usually this value will be close to 1.0, but not exactly 1.0.

    • maxIterations

      protected int maxIterations
      Maximum allowed number of iterations. When the maximum number of iterations is exceeded, result will not be available, however an approximate result will be available for retrieval.

    • inliersData

      protected com.irurueta.numerical.robust.InliersData inliersData
      Data related to inliers found after calibration.

    • refineResult

      protected boolean refineResult
      Indicates whether result must be refined using a non linear calibrator over found inliers. If true, inliers will be computed and kept in any implementation regardless of the settings.

    • preliminarySubsetSize

      protected int preliminarySubsetSize
      Size of subsets to be checked during robust estimation.

    • commonAxisUsed

      private boolean commonAxisUsed
      This flag indicates whether z-axis is assumed to be common for accelerometer and gyroscope. When enabled, this eliminates 3 variables from Ma matrix.

    • biasX

      private double biasX
      Known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • biasY

      private double biasY
      Known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • biasZ

      private double biasZ
      Known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • initialSx

      private double initialSx
      Initial x scaling factor.

    • initialSy

      private double initialSy
      Initial y scaling factor.

    • initialSz

      private double initialSz
      Initial z scaling factor.

    • initialMxy

      private double initialMxy
      Initial x-y cross coupling error.

    • initialMxz

      private double initialMxz
      Initial x-z cross coupling error.

    • initialMyx

      private double initialMyx
      Initial y-x cross coupling error.

    • initialMyz

      private double initialMyz
      Initial y-z cross coupling error.

    • initialMzx

      private double initialMzx
      Initial z-x cross coupling error.

    • initialMzy

      private double initialMzy
      Initial z-y cross coupling error.

    • useLinearCalibrator

      private boolean useLinearCalibrator
      Indicates whether a linear calibrator is used or not for preliminary solutions.

    • refinePreliminarySolutions

      private boolean refinePreliminarySolutions
      Indicates whether preliminary solutions must be refined after an initial linear solution is found.

    • estimatedMa

      private com.irurueta.algebra.Matrix estimatedMa
      Estimated accelerometer scale factors and cross coupling errors. This is the product of matrix Ta containing cross coupling errors and Ka containing scaling factors. So tat: 
           Ma = [sx    mxy  mxz] = Ta*Ka
          [myx   sy   myz]
          [mzx   mzy  sz ]
      Where: 
           Ka = [sx 0   0 ]
          [0  sy  0 ]
          [0  0   sz]
      and 
           Ta = [1          -alphaXy    alphaXz ]
          [alphaYx    1           -alphaYz]
          [-alphaZx   alphaZy     1       ]
      Hence: 
           Ma = [sx    mxy  mxz] = Ta*Ka =  [sx             -sy * alphaXy   sz * alphaXz ]
          [myx   sy   myz]            [sx * alphaYx   sy              -sz * alphaYz]
          [mzx   mzy  sz ]            [-sx * alphaZx  sy * alphaZy    sz           ]
      This instance allows any 3x3 matrix however, typically alphaYx, alphaZx and alphaZy are considered to be zero if the accelerometer z-axis is assumed to be the same as the body z-axis. When this is assumed, myx = mzx = mzy = 0 and the Ma matrix becomes upper diagonal: 
           Ma = [sx    mxy  mxz]
          [0     sy   myz]
          [0     0    sz ]
      Values of this matrix are unit-less.

    • keepCovariance

      private boolean keepCovariance
      Indicates whether covariance must be kept after refining result. This setting is only taken into account if result is refined.

    • estimatedCovariance

      private com.irurueta.algebra.Matrix estimatedCovariance
      Estimated covariance of estimated position. This is only available when result has been refined and covariance is kept.

    • estimatedChiSq

      private double estimatedChiSq
      Estimated chi square value.

    • estimatedChiSqDegreesOfFreedom

      private int estimatedChiSqDegreesOfFreedom
      Estimated degrees of freedom of chi square value. Degrees of freedom is equal to the number of sampled data minus the number of estimated parameters.

    • estimatedReducedChiSq

      private double estimatedReducedChiSq
      Estimated reduced chi square value. This is equal to estimated chi square value divided by its degrees of freedom. Ideally this value should be close to 1.0.

    • estimatedMse

      private double estimatedMse
      Estimated mean square error respect to provided measurements.

    • estimatedP

      private double estimatedP
      Estimated probability of finding a smaller chi square value expressed as a value between 0.0 and 1.0. The smaller the found chi square value is, the better the fit of the estimated parameters to the actual parameter. Thus, the smaller the chance of finding a smaller chi square value, then the better the estimated fit is.

    • estimatedQ

      private double estimatedQ
      Estimated measure of quality of estimated fit as a value between 0.0 and 1.0. The larger the quality value is, the better the fit that has been estimated.

    • linearCalibrator

      private final KnownBiasAndFrameAccelerometerLinearLeastSquaresCalibrator linearCalibrator
      A linear least squares calibrator.

    • nonLinearCalibrator

      private final KnownBiasAndFrameAccelerometerNonLinearLeastSquaresCalibrator nonLinearCalibrator
      A non-linear least squares calibrator.

  • Constructor Details

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator()
      Constructor.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(boolean commonAxisUsed)
      Constructor.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double biasX, double biasY, double biasZ)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double[] bias)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double[] bias, boolean commonAxisUsed)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.algebra.Matrix bias)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • RobustKnownBiasAndFrameAccelerometerCalibrator

      protected RobustKnownBiasAndFrameAccelerometerCalibrator(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

  • Method Details

    • getBiasX

      public double getBiasX()
      Gets known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      getBiasX in interface KnownBiasAccelerometerCalibrator
      Returns:
      x coordinate of accelerometer bias.

    • setBiasX

      public void setBiasX(double biasX) throws com.irurueta.navigation.LockedException
      Sets known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      setBiasX in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasX - x coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasY

      public double getBiasY()
      Gets known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      getBiasY in interface KnownBiasAccelerometerCalibrator
      Returns:
      y coordinate of accelerometer bias.

    • setBiasY

      public void setBiasY(double biasY) throws com.irurueta.navigation.LockedException
      Sets known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      setBiasY in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasY - y coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasZ

      public double getBiasZ()
      Gets known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      getBiasZ in interface KnownBiasAccelerometerCalibrator
      Returns:
      z coordinate of accelerometer bias.

    • setBiasZ

      public void setBiasZ(double biasZ) throws com.irurueta.navigation.LockedException
      Sets known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Specified by:
      setBiasZ in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasZ - z coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasXAsAcceleration

      public com.irurueta.units.Acceleration getBiasXAsAcceleration()
      Gets known x coordinate of accelerometer bias.
      Specified by:
      getBiasXAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Returns:
      x coordinate of accelerometer bias.

    • getBiasXAsAcceleration

      public void getBiasXAsAcceleration(com.irurueta.units.Acceleration result)
      Gets known x coordinate of accelerometer bias.
      Specified by:
      getBiasXAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result data will be stored.

    • setBiasX

      public void setBiasX(com.irurueta.units.Acceleration biasX) throws com.irurueta.navigation.LockedException
      Sets known x coordinate of accelerometer bias.
      Specified by:
      setBiasX in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasX - x coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasYAsAcceleration

      public com.irurueta.units.Acceleration getBiasYAsAcceleration()
      Gets known y coordinate of accelerometer bias.
      Specified by:
      getBiasYAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Returns:
      y coordinate of accelerometer bias.

    • getBiasYAsAcceleration

      public void getBiasYAsAcceleration(com.irurueta.units.Acceleration result)
      Gets known y coordinate of accelerometer bias.
      Specified by:
      getBiasYAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result data will be stored.

    • setBiasY

      public void setBiasY(com.irurueta.units.Acceleration biasY) throws com.irurueta.navigation.LockedException
      Sets known y coordinate of accelerometer bias.
      Specified by:
      setBiasY in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasY - y coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasZAsAcceleration

      public com.irurueta.units.Acceleration getBiasZAsAcceleration()
      Gets known z coordinate of accelerometer bias.
      Specified by:
      getBiasZAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Returns:
      z coordinate of accelerometer bias.

    • getBiasZAsAcceleration

      public void getBiasZAsAcceleration(com.irurueta.units.Acceleration result)
      Gets known z coordinate of accelerometer bias.
      Specified by:
      getBiasZAsAcceleration in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result data will be stored.

    • setBiasZ

      public void setBiasZ(com.irurueta.units.Acceleration biasZ) throws com.irurueta.navigation.LockedException
      Sets known z coordinate of accelerometer bias.
      Specified by:
      setBiasZ in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasZ - z coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • setBiasCoordinates

      public void setBiasCoordinates(double biasX, double biasY, double biasZ) throws com.irurueta.navigation.LockedException
      Sets known accelerometer bias coordinates expressed in meters per squared second (m/s^2).
      Specified by:
      setBiasCoordinates in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasX - x coordinate of accelerometer bias.
      biasY - y coordinate of accelerometer bias.
      biasZ - z coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • setBiasCoordinates

      public void setBiasCoordinates(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ) throws com.irurueta.navigation.LockedException
      Sets known accelerometer bias coordinates.
      Specified by:
      setBiasCoordinates in interface KnownBiasAccelerometerCalibrator
      Parameters:
      biasX - x coordinate of accelerometer bias.
      biasY - y coordinate of accelerometer bias.
      biasZ - z coordinate of accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBiasAsTriad

      public AccelerationTriad getBiasAsTriad()
      Gets known accelerometer bias.
      Specified by:
      getBiasAsTriad in interface KnownBiasAccelerometerCalibrator
      Returns:
      known accelerometer bias.

    • getBiasAsTriad

      public void getBiasAsTriad(AccelerationTriad result)
      Gets known accelerometer bias.
      Specified by:
      getBiasAsTriad in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result will be stored.

    • setBias

      public void setBias(AccelerationTriad bias) throws com.irurueta.navigation.LockedException
      Sets known accelerometer bias.
      Specified by:
      setBias in interface KnownBiasAccelerometerCalibrator
      Parameters:
      bias - accelerometer bias to be set.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getBias

      public double[] getBias()
      Gets known accelerometer bias as an array. Array values are expressed in meters per squared second (m/s^2).
      Specified by:
      getBias in interface KnownBiasAccelerometerCalibrator
      Returns:
      array containing coordinates of known bias.

    • getBias

      public void getBias(double[] result)
      Gets known accelerometer bias as an array. Array values are expressed in meters per squared second (m/s^2).
      Specified by:
      getBias in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result data will be copied to.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • setBias

      public void setBias(double[] bias) throws com.irurueta.navigation.LockedException
      Sets known accelerometer bias as an array. Array values are expressed in meters per squared second (m/s^2).
      Specified by:
      setBias in interface KnownBiasAccelerometerCalibrator
      Parameters:
      bias - known accelerometer bias.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.
      IllegalArgumentException - if provided array does not have length 3.

    • getBiasAsMatrix

      public com.irurueta.algebra.Matrix getBiasAsMatrix()
      Gets known accelerometer bias as a column matrix.
      Specified by:
      getBiasAsMatrix in interface KnownBiasAccelerometerCalibrator
      Returns:
      known accelerometer bias as a column matrix.

    • getBiasAsMatrix

      public void getBiasAsMatrix(com.irurueta.algebra.Matrix result)
      Gets known accelerometer bias as a column matrix.
      Specified by:
      getBiasAsMatrix in interface KnownBiasAccelerometerCalibrator
      Parameters:
      result - instance where result data will be copied to.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • setBias

      public void setBias(com.irurueta.algebra.Matrix bias) throws com.irurueta.navigation.LockedException
      Sets known accelerometer bias as a column matrix.
      Specified by:
      setBias in interface KnownBiasAccelerometerCalibrator
      Parameters:
      bias - accelerometer bias to be set.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running
      IllegalArgumentException - if provided matrix is not 3x1.

    • getInitialSx

      public double getInitialSx()
      Gets initial x scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialSx in interface AccelerometerNonLinearCalibrator
      Returns:
      initial x scaling factor.

    • setInitialSx

      public void setInitialSx(double initialSx) throws com.irurueta.navigation.LockedException
      Sets initial x scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialSx in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialSx - initial x scaling factor.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialSy

      public double getInitialSy()
      Gets initial y scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialSy in interface AccelerometerNonLinearCalibrator
      Returns:
      initial y scaling factor.

    • setInitialSy

      public void setInitialSy(double initialSy) throws com.irurueta.navigation.LockedException
      Sets initial y scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialSy in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialSy - initial y scaling factor.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialSz

      public double getInitialSz()
      Gets initial z scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialSz in interface AccelerometerNonLinearCalibrator
      Returns:
      initial z scaling factor.

    • setInitialSz

      public void setInitialSz(double initialSz) throws com.irurueta.navigation.LockedException
      Sets initial z scaling factor. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialSz in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialSz - initial z scaling factor.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMxy

      public double getInitialMxy()
      Gets initial x-y cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMxy in interface AccelerometerNonLinearCalibrator
      Returns:
      initial x-y cross coupling error.

    • setInitialMxy

      public void setInitialMxy(double initialMxy) throws com.irurueta.navigation.LockedException
      Sets initial x-y cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMxy in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMxy - initial x-y cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMxz

      public double getInitialMxz()
      Gets initial x-z cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMxz in interface AccelerometerNonLinearCalibrator
      Returns:
      initial x-z cross coupling error.

    • setInitialMxz

      public void setInitialMxz(double initialMxz) throws com.irurueta.navigation.LockedException
      Sets initial x-z cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMxz in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMxz - initial x-z cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMyx

      public double getInitialMyx()
      Gets initial y-x cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMyx in interface AccelerometerNonLinearCalibrator
      Returns:
      initial y-x cross coupling error.

    • setInitialMyx

      public void setInitialMyx(double initialMyx) throws com.irurueta.navigation.LockedException
      Sets initial y-x cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMyx in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMyx - initial y-x cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMyz

      public double getInitialMyz()
      Gets initial y-z cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMyz in interface AccelerometerNonLinearCalibrator
      Returns:
      initial y-z cross coupling error.

    • setInitialMyz

      public void setInitialMyz(double initialMyz) throws com.irurueta.navigation.LockedException
      Sets initial y-z cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMyz in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMyz - initial y-z cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMzx

      public double getInitialMzx()
      Gets initial z-x cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMzx in interface AccelerometerNonLinearCalibrator
      Returns:
      initial z-x cross coupling error.

    • setInitialMzx

      public void setInitialMzx(double initialMzx) throws com.irurueta.navigation.LockedException
      Sets initial z-x cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMzx in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMzx - initial z-x cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMzy

      public double getInitialMzy()
      Gets initial z-y cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMzy in interface AccelerometerNonLinearCalibrator
      Returns:
      initial z-y cross coupling error.

    • setInitialMzy

      public void setInitialMzy(double initialMzy) throws com.irurueta.navigation.LockedException
      Sets initial z-y cross coupling error. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMzy in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMzy - initial z-y cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • setInitialScalingFactors

      public void setInitialScalingFactors(double initialSx, double initialSy, double initialSz) throws com.irurueta.navigation.LockedException
      Sets initial scaling factors. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialScalingFactors in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialSx - initial x scaling factor.
      initialSy - initial y scaling factor.
      initialSz - initial z scaling factor.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • setInitialCrossCouplingErrors

      public void setInitialCrossCouplingErrors(double initialMxy, double initialMxz, double initialMyx, double initialMyz, double initialMzx, double initialMzy) throws com.irurueta.navigation.LockedException
      Sets initial cross coupling errors. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialCrossCouplingErrors in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMxy - initial x-y cross coupling error.
      initialMxz - initial x-z cross coupling error.
      initialMyx - initial y-x cross coupling error.
      initialMyz - initial y-z cross coupling error.
      initialMzx - initial z-x cross coupling error.
      initialMzy - initial z-y cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • setInitialScalingFactorsAndCrossCouplingErrors

      public void setInitialScalingFactorsAndCrossCouplingErrors(double initialSx, double initialSy, double initialSz, double initialMxy, double initialMxz, double initialMyx, double initialMyz, double initialMzx, double initialMzy) throws com.irurueta.navigation.LockedException
      Sets initial scaling factors and cross coupling errors. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialScalingFactorsAndCrossCouplingErrors in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialSx - initial x scaling factor.
      initialSy - initial y scaling factor.
      initialSz - initial z scaling factor.
      initialMxy - initial x-y cross coupling error.
      initialMxz - initial x-z cross coupling error.
      initialMyx - initial y-x cross coupling error.
      initialMyz - initial y-z cross coupling error.
      initialMzx - initial z-x cross coupling error.
      initialMzy - initial z-y cross coupling error.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInitialMa

      public com.irurueta.algebra.Matrix getInitialMa()
      Gets initial scale factors and cross coupling errors matrix. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMa in interface AccelerometerNonLinearCalibrator
      Returns:
      initial scale factors and cross coupling errors matrix.

    • getInitialMa

      public void getInitialMa(com.irurueta.algebra.Matrix result)
      Gets initial scale factors and cross coupling errors matrix. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      getInitialMa in interface AccelerometerNonLinearCalibrator
      Parameters:
      result - instance where data will be stored.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x3.

    • setInitialMa

      public void setInitialMa(com.irurueta.algebra.Matrix initialMa) throws com.irurueta.navigation.LockedException
      Sets initial scale factors and cross coupling errors matrix. This is only taken into account if non-linear preliminary solutions are used.
      Specified by:
      setInitialMa in interface AccelerometerNonLinearCalibrator
      Parameters:
      initialMa - initial scale factors and cross coupling errors matrix.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x3.
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getMeasurements

      public List<StandardDeviationFrameBodyKinematics> getMeasurements()
      Gets a list of body kinematics measurements taken at different frames (positions, orientations and velocities) and containing the standard deviations of accelerometer and gyroscope measurements. If a single device IMU needs to be calibrated, typically all measurements are taken at the same position, with zero velocity and multiple orientations. However, if we just want to calibrate the a given IMU model (e.g. obtain an average and less precise calibration for the IMU of a given phone model), we could take measurements collected throughout the planet at multiple positions while the phone remains static (e.g. while charging), hence each measurement position will change, velocity will remain zero and orientation will be typically constant at horizontal orientation while the phone remains on a flat surface.
      Specified by:
      getMeasurements in interface OrderedStandardDeviationFrameBodyKinematicsAccelerometerCalibrator
      Returns:
      a collection of body kinematics measurements taken at different frames (positions, orientations and velocities).

    • setMeasurements

      public void setMeasurements(List<StandardDeviationFrameBodyKinematics> measurements) throws com.irurueta.navigation.LockedException
      Sets a list of body kinematics measurements taken at different frames (positions, orientations and velocities) and containing the standard deviations of accelerometer and gyroscope measurements. If a single device IMU needs to be calibrated, typically all measurements are taken at the same position, with zero velocity and multiple orientations. However, if we just want to calibrate the a given IMU model (e.g. obtain an average and less precise calibration for the IMU of a given phone model), we could take measurements collected throughout the planet at multiple positions while the phone remains static (e.g. while charging), hence each measurement position will change, velocity will remain zero and orientation will be typically constant at horizontal orientation while the phone remains on a flat surface.
      Specified by:
      setMeasurements in interface OrderedStandardDeviationFrameBodyKinematicsAccelerometerCalibrator
      Parameters:
      measurements - collection of body kinematics measurements taken at different frames (positions, orientations and velocities).
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getMeasurementType

      public AccelerometerCalibratorMeasurementType getMeasurementType()
      Indicates the type of measurement used by this calibrator.
      Specified by:
      getMeasurementType in interface AccelerometerCalibrator
      Returns:
      type of measurement used by this calibrator.

    • isOrderedMeasurementsRequired

      public boolean isOrderedMeasurementsRequired()
      Indicates whether this calibrator requires ordered measurements in a list or not.
      Specified by:
      isOrderedMeasurementsRequired in interface AccelerometerCalibrator
      Returns:
      true if measurements must be ordered, false otherwise.

    • isCommonAxisUsed

      public boolean isCommonAxisUsed()
      Indicates whether z-axis is assumed to be common for accelerometer and gyroscope. When enabled, this eliminates 3 variables from Ma matrix.
      Specified by:
      isCommonAxisUsed in interface AccelerometerCalibrator
      Returns:
      true if z-axis is assumed to be common for accelerometer and gyroscope, false otherwise.

    • setCommonAxisUsed

      public void setCommonAxisUsed(boolean commonAxisUsed) throws com.irurueta.navigation.LockedException
      Specifies whether z-axis is assumed to be common for accelerometer and gyroscope. When enabled, this eliminates 3 variables from Ma matrix.
      Specified by:
      setCommonAxisUsed in interface AccelerometerCalibrator
      Parameters:
      commonAxisUsed - true if z-axis is assumed to be common for accelerometer and gyroscope, false otherwise.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getListener

      public RobustKnownBiasAndFrameAccelerometerCalibratorListener getListener()
      Gets listener to handle events raised by this estimator.
      Returns:
      listener to handle events raised by this estimator.

    • setListener

      public void setListener(RobustKnownBiasAndFrameAccelerometerCalibratorListener listener) throws com.irurueta.navigation.LockedException
      Sets listener to handle events raised by this estimator.
      Parameters:
      listener - listener to handle events raised by this estimator.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getMinimumRequiredMeasurements

      public int getMinimumRequiredMeasurements()
      Gets minimum number of required measurements.
      Specified by:
      getMinimumRequiredMeasurements in interface AccelerometerCalibrator
      Returns:
      minimum number of required measurements.

    • isReady

      public boolean isReady()
      Indicates whether calibrator is ready to start.
      Specified by:
      isReady in interface AccelerometerCalibrator
      Returns:
      true if calibrator is ready, false otherwise.

    • isRunning

      public boolean isRunning()
      Indicates whether calibrator is currently running or not.
      Specified by:
      isRunning in interface AccelerometerCalibrator
      Returns:
      true if calibrator is running, false otherwise.

    • isLinearCalibratorUsed

      public boolean isLinearCalibratorUsed()
      Indicates whether a linear calibrator is used or not for preliminary solutions.
      Returns:
      indicates whether a linear calibrator is used or not for preliminary solutions.

    • setLinearCalibratorUsed

      public void setLinearCalibratorUsed(boolean linearCalibratorUsed) throws com.irurueta.navigation.LockedException
      Specifies whether a linear calibrator is used or not for preliminary solutions.
      Parameters:
      linearCalibratorUsed - indicates whether a linear calibrator is used or not for preliminary solutions.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • isPreliminarySolutionRefined

      public boolean isPreliminarySolutionRefined()
      Indicates whether preliminary solutions must be refined after an initial linear solution is found. If no initial solution is found using a linear solver, a non linear solver will be used regardless of this value using an average solution as the initial value to be refined.
      Returns:
      true if preliminary solutions must be refined after an initial linear solution, false otherwise.

    • setPreliminarySolutionRefined

      public void setPreliminarySolutionRefined(boolean preliminarySolutionRefined) throws com.irurueta.navigation.LockedException
      Specifies whether preliminary solutions must be refined after an initial linear solution is found. If no initial solution is found using a linear solver, a non linear solver will be used regardless of this value using an average solution as the initial value to be refined.
      Parameters:
      preliminarySolutionRefined - true if preliminary solutions must be refined after an initial linear solution, false otherwise.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getProgressDelta

      public float getProgressDelta()
      Returns amount of progress variation before notifying a progress change during calibration.
      Returns:
      amount of progress variation before notifying a progress change during calibration.

    • setProgressDelta

      public void setProgressDelta(float progressDelta) throws com.irurueta.navigation.LockedException
      Sets amount of progress variation before notifying a progress change during calibration.
      Parameters:
      progressDelta - amount of progress variation before notifying a progress change during calibration.
      Throws:
      IllegalArgumentException - if progress delta is less than zero or greater than 1.
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getConfidence

      public double getConfidence()
      Returns amount of confidence expressed as a value between 0.0 and 1.0 (which is equivalent to 100%). The amount of confidence indicates the probability that the estimated result is correct. Usually this value will be close to 1.0, but not exactly 1.0.
      Returns:
      amount of confidence as a value between 0.0 and 1.0.

    • setConfidence

      public void setConfidence(double confidence) throws com.irurueta.navigation.LockedException
      Sets amount of confidence expressed as a value between 0.0 and 1.0 (which is equivalent to 100%). The amount of confidence indicates the probability that the estimated result is correct. Usually this value will be close to 1.0, but not exactly 1.0.
      Parameters:
      confidence - confidence to be set as a value between 0.0 and 1.0.
      Throws:
      IllegalArgumentException - if provided value is not between 0.0 and 1.0.
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getMaxIterations

      public int getMaxIterations()
      Returns maximum allowed number of iterations. If maximum allowed number of iterations is achieved without converging to a result when calling calibrate(), a RobustEstimatorException will be raised.
      Returns:
      maximum allowed number of iterations.

    • setMaxIterations

      public void setMaxIterations(int maxIterations) throws com.irurueta.navigation.LockedException
      Sets maximum allowed number of iterations. When the maximum number of iterations is exceeded, result will not be available, however an approximate result will be available for retrieval.
      Parameters:
      maxIterations - maximum allowed number of iterations to be set.
      Throws:
      IllegalArgumentException - if provided value is less than 1.
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getInliersData

      public com.irurueta.numerical.robust.InliersData getInliersData()
      Gets data related to inliers found after estimation.
      Returns:
      data related to inliers found after estimation.

    • isResultRefined

      public boolean isResultRefined()
      Indicates whether result must be refined using a non-linear solver over found inliers.
      Returns:
      true to refine result, false to simply use result found by robust estimator without further refining.

    • setResultRefined

      public void setResultRefined(boolean refineResult) throws com.irurueta.navigation.LockedException
      Specifies whether result must be refined using a non-linear solver over found inliers.
      Parameters:
      refineResult - true to refine result, false to simply use result found by robust estimator without further refining.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • isCovarianceKept

      public boolean isCovarianceKept()
      Indicates whether covariance must be kept after refining result. This setting is only taken into account if result is refined.
      Returns:
      true if covariance must be kept after refining result, false otherwise.

    • setCovarianceKept

      public void setCovarianceKept(boolean keepCovariance) throws com.irurueta.navigation.LockedException
      Specifies whether covariance must be kept after refining result. This setting is only taken into account if result is refined.
      Parameters:
      keepCovariance - true if covariance must be kept after refining result, false otherwise.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getQualityScores

      public double[] getQualityScores()
      Returns quality scores corresponding to each measurement. The larger the score value the better the quality of the sample. This implementation always returns null. Subclasses using quality scores must implement proper behavior.
      Specified by:
      getQualityScores in interface QualityScoredAccelerometerCalibrator
      Returns:
      quality scores corresponding to each sample.

    • setQualityScores

      public void setQualityScores(double[] qualityScores) throws com.irurueta.navigation.LockedException
      Sets quality scores corresponding to each measurement. The larger the score value the better the quality of the sample. This implementation makes no action. Subclasses using quality scores must implement proper behaviour.
      Specified by:
      setQualityScores in interface QualityScoredAccelerometerCalibrator
      Parameters:
      qualityScores - quality scores corresponding to each pair of matched points.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than minimum required samples.
      com.irurueta.navigation.LockedException - if calibrator is currently running.

    • getEstimatedMa

      public com.irurueta.algebra.Matrix getEstimatedMa()
      Gets estimated accelerometer scale factors and ross coupling errors. This is the product of matrix Ta containing cross coupling errors and Ka containing scaling factors. So tat: 
           Ma = [sx    mxy  mxz] = Ta*Ka
          [myx   sy   myz]
          [mzx   mzy  sz ]
      Where: 
           Ka = [sx 0   0 ]
          [0  sy  0 ]
          [0  0   sz]
      and 
           Ta = [1          -alphaXy    alphaXz ]
          [alphaYx    1           -alphaYz]
          [-alphaZx   alphaZy     1       ]
      Hence: 
           Ma = [sx    mxy  mxz] = Ta*Ka =  [sx             -sy * alphaXy   sz * alphaXz ]
          [myx   sy   myz]            [sx * alphaYx   sy              -sz * alphaYz]
          [mzx   mzy  sz ]            [-sx * alphaZx  sy * alphaZy    sz           ]
      This instance allows any 3x3 matrix however, typically alphaYx, alphaZx and alphaZy are considered to be zero if the accelerometer z-axis is assumed to be the same as the body z-axis. When this is assumed, myx = mzx = mzy = 0 and the Ma matrix becomes upper diagonal: 
           Ma = [sx    mxy  mxz]
          [0     sy   myz]
          [0     0    sz ]
      Values of this matrix are unit-less.
      Specified by:
      getEstimatedMa in interface AccelerometerCalibrator
      Returns:
      estimated accelerometer scale factors and cross coupling errors, or null if not available.

    • getEstimatedSx

      public Double getEstimatedSx()
      Gets estimated x-axis scale factor.
      Specified by:
      getEstimatedSx in interface AccelerometerCalibrator
      Returns:
      estimated x-axis scale factor or null if not available.

    • getEstimatedSy

      public Double getEstimatedSy()
      Gets estimated y-axis scale factor.
      Specified by:
      getEstimatedSy in interface AccelerometerCalibrator
      Returns:
      estimated y-axis scale factor or null if not available.

    • getEstimatedSz

      public Double getEstimatedSz()
      Gets estimated z-axis scale factor.
      Specified by:
      getEstimatedSz in interface AccelerometerCalibrator
      Returns:
      estimated z-axis scale factor or null if not available.

    • getEstimatedMxy

      public Double getEstimatedMxy()
      Gets estimated x-y cross-coupling error.
      Specified by:
      getEstimatedMxy in interface AccelerometerCalibrator
      Returns:
      estimated x-y cross-coupling error or null if not available.

    • getEstimatedMxz

      public Double getEstimatedMxz()
      Gets estimated x-z cross-coupling error.
      Specified by:
      getEstimatedMxz in interface AccelerometerCalibrator
      Returns:
      estimated x-z cross-coupling error or null if not available.

    • getEstimatedMyx

      public Double getEstimatedMyx()
      Gets estimated y-x cross-coupling error.
      Specified by:
      getEstimatedMyx in interface AccelerometerCalibrator
      Returns:
      estimated y-x cross-coupling error or null if not available.

    • getEstimatedMyz

      public Double getEstimatedMyz()
      Gets estimated y-z cross-coupling error.
      Specified by:
      getEstimatedMyz in interface AccelerometerCalibrator
      Returns:
      estimated y-z cross-coupling error or null if not available.

    • getEstimatedMzx

      public Double getEstimatedMzx()
      Gets estimated z-x cross-coupling error.
      Specified by:
      getEstimatedMzx in interface AccelerometerCalibrator
      Returns:
      estimated z-x cross-coupling error or null if not available.

    • getEstimatedMzy

      public Double getEstimatedMzy()
      Gets estimated z-y cross-coupling error.
      Specified by:
      getEstimatedMzy in interface AccelerometerCalibrator
      Returns:
      estimated z-y cross-coupling error or null if not available.

    • getEstimatedCovariance

      public com.irurueta.algebra.Matrix getEstimatedCovariance()
      Gets estimated covariance matrix for estimated calibration parameters. Diagonal elements of the matrix contains variance for the following parameters (following indicated order): sx, sy, sz, mxy, mxz, myx, myz, mzx, mzy. This is only available when result has been refined and covariance is kept.
      Specified by:
      getEstimatedCovariance in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated covariance matrix for estimated calibration parameters.

    • getEstimatedChiSq

      public double getEstimatedChiSq()
      Gets estimated chi square value.
      Specified by:
      getEstimatedChiSq in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated chi square value.

    • getEstimatedChiSqDegreesOfFreedom

      public int getEstimatedChiSqDegreesOfFreedom()
      Gets estimated chi square degrees of freedom. Degrees of freedom is equal to the number of sampled data minus the number of estimated parameters.
      Specified by:
      getEstimatedChiSqDegreesOfFreedom in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated degrees of freedom of chi square value

    • getEstimatedReducedChiSq

      public double getEstimatedReducedChiSq()
      Gets estimated reduced chi square value. This is equal to estimated chi square value divided by its degrees of freedom. Ideally this value should be close to 1.0, indicating that fit is optimal. A value larger than 1.0 indicates that fit is not good or noise has been underestimated, and a value smaller than 1.0 indicates that there is overfitting or noise has been overestimated.
      Specified by:
      getEstimatedReducedChiSq in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated reduced chi square value

    • getEstimatedMse

      public double getEstimatedMse()
      Gets estimated mean square error respect to provided measurements.
      Specified by:
      getEstimatedMse in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated mean square error respect to provided measurements.

    • getEstimatedP

      public double getEstimatedP()
      Gets estimated probability of finding a smaller chi square value expressed as a value between 0.0 and 1.0. The smaller the found chi square value is, the better the fit of the estimated parameters to the actual parameter. Thus, the smaller the chance of finding a smaller chi square value, then the better the estimated fit is.
      Specified by:
      getEstimatedP in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated probability of finding a smaller chi square value.

    • getEstimatedQ

      public double getEstimatedQ()
      Gets estimated measure of quality of estimated fit as a value between 0.0 and 1.0. The larger the quality value is, the better the fit that has been estimated.
      Specified by:
      getEstimatedQ in interface AccelerometerNonLinearCalibrator
      Returns:
      estimated measure of quality of estimated fit.

    • getPreliminarySubsetSize

      public int getPreliminarySubsetSize()
      Gets size of subsets to be checked during robust estimation. This has to be at least MINIMUM_MEASUREMENTS.
      Returns:
      size of subsets to be checked during robust estimation.

    • setPreliminarySubsetSize

      public void setPreliminarySubsetSize(int preliminarySubsetSize) throws com.irurueta.navigation.LockedException
      Sets size of subsets to be checked during robust estimation. This has to be at least MINIMUM_MEASUREMENTS.
      Parameters:
      preliminarySubsetSize - size of subsets to be checked during robust estimation.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.
      IllegalArgumentException - if provided value is less than MINIMUM_MEASUREMENTS.

    • getMethod

      public abstract com.irurueta.numerical.robust.RobustEstimatorMethod getMethod()
      Returns method being used for robust estimation.
      Returns:
      method being used for robust estimation.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double biasX, double biasY, double biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double biasX, double biasY, double biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double[] bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double[] bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.algebra.Matrix bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener, com.irurueta.numerical.robust.RobustEstimatorMethod method)
      Creates a robust accelerometer calibrator.
      Parameters:
      qualityScores - quality scores corresponding to each provided measurement. The larger the score value the better the quality of the sample.
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      method - robust estimator method.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create()
      Creates a robust accelerometer calibrator using default robust method.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      listener - listener to be notified of events such as when estimation starts, ends or its progress significantly changes.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • create

      public static RobustKnownBiasAndFrameAccelerometerCalibrator create(List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Creates a robust accelerometer calibrator using default robust method.
      Parameters:
      measurements - list of body kinematics measurements with standard deviations taken at different frames (positions, orientations and velocities).
      bias - known accelerometer bias.
      commonAxisUsed - indicates whether z-axis is assumed to be common for accelerometer and gyroscope.
      listener - listener to handle events raised by this calibrator.
      Returns:
      a robust accelerometer calibrator.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • computeError

      protected double computeError(StandardDeviationFrameBodyKinematics measurement, com.irurueta.algebra.Matrix preliminaryMa)
      Computes error of a preliminary result respect a given measurement.
      Parameters:
      measurement - a measurement.
      preliminaryMa - a preliminary result.
      Returns:
      computed error.

    • computePreliminarySolutions

      protected void computePreliminarySolutions(int[] samplesIndices, List<com.irurueta.algebra.Matrix> solutions)
      Computes a preliminary solution for a subset of samples picked by a robust estimator.
      Parameters:
      samplesIndices - indices of samples picked by the robust estimator.
      solutions - list where estimated preliminary solution will be stored.

    • attemptRefine

      protected void attemptRefine(com.irurueta.algebra.Matrix preliminaryResult)
      Attempts to refine calibration parameters if refinement is requested. This method returns a refined solution or provided input if refinement is not requested or has failed. If refinement is enabled and it is requested to keep covariance, this method will also keep covariance of refined position.
      Parameters:
      preliminaryResult - a preliminary result.

    • internalSetBiasCoordinates

      private void internalSetBiasCoordinates(double biasX, double biasY, double biasZ)
      Internally sets bias coordinates.
      Parameters:
      biasX - known x coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasY - known y coordinate of accelerometer bias expressed in meters per squared second (m/s^2).
      biasZ - known z coordinate of accelerometer bias expressed in meters per squared second (m/s^2).

    • internalSetBiasCoordinates

      private void internalSetBiasCoordinates(com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Internally sets bias coordinates.
      Parameters:
      biasX - known x coordinate of accelerometer bias.
      biasY - known y coordinate of accelerometer bias.
      biasZ - known z coordinate of accelerometer bias.

    • internalSetBias

      private void internalSetBias(double[] bias)
      Internally sets known accelerometer bias as an array. Array values are expressed in meters per squared second (m/s^2).
      Parameters:
      bias - known accelerometer bias.
      Throws:
      IllegalArgumentException - if provided array does not have length 3.

    • internalSetBias

      private void internalSetBias(com.irurueta.algebra.Matrix bias)
      Internally sets known accelerometer bias as a column matrix. Matrix values are expressed in meters per squared second (m/s^2).
      Parameters:
      bias - accelerometer bias to be set.
      Throws:
      IllegalArgumentException - if provided matrix is not 3x1.

    • convertAcceleration

      private static double convertAcceleration(double value, com.irurueta.units.AccelerationUnit unit)
      Converts acceleration value and unit to meters per squared second.
      Parameters:
      value - acceleration value.
      unit - unit of acceleration value.
      Returns:
      converted value.

    • convertAcceleration

      private static double convertAcceleration(com.irurueta.units.Acceleration acceleration)
      Converts acceleration instance to meters per squared second.
      Parameters:
      acceleration - acceleration instance to be converted.
      Returns:
      converted value.