Class PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

java.lang.Object
com.irurueta.navigation.inertial.calibration.accelerometer.RobustKnownBiasAndFrameAccelerometerCalibrator
com.irurueta.navigation.inertial.calibration.accelerometer.PROSACRobustKnownBiasAndFrameAccelerometerCalibrator
All Implemented Interfaces:
AccelerometerCalibrator, AccelerometerNonLinearCalibrator, KnownBiasAccelerometerCalibrator, OrderedStandardDeviationFrameBodyKinematicsAccelerometerCalibrator, QualityScoredAccelerometerCalibrator

public class PROSACRobustKnownBiasAndFrameAccelerometerCalibrator extends RobustKnownBiasAndFrameAccelerometerCalibrator
Robustly estimates accelerometer cross couplings and scaling factors using a PROSAC algorithm to discard outliers. 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_THRESHOLD

      public static final double DEFAULT_THRESHOLD
      Constant defining default threshold to determine whether samples are inliers or not.
      See Also:
    • MIN_THRESHOLD

      public static final double MIN_THRESHOLD
      Minimum value that can be set as threshold. Threshold must be strictly greater than 0.0.
      See Also:
    • DEFAULT_COMPUTE_AND_KEEP_INLIERS

      public static final boolean DEFAULT_COMPUTE_AND_KEEP_INLIERS
      Indicates that by default inliers will only be computed but not kept.
      See Also:
    • DEFAULT_COMPUTE_AND_KEEP_RESIDUALS

      public static final boolean DEFAULT_COMPUTE_AND_KEEP_RESIDUALS
      Indicates that by default residuals will only be computed but not kept.
      See Also:
    • threshold

      private double threshold
      Threshold to determine whether samples are inliers or not when testing possible solutions. The threshold refers to the amount of error on distance between estimated position and distances provided for each sample.
    • computeAndKeepInliers

      private boolean computeAndKeepInliers
      Indicates whether inliers must be computed and kept.
    • computeAndKeepResiduals

      private boolean computeAndKeepResiduals
      Indicates whether residuals must be computed and kept.
    • qualityScores

      private double[] qualityScores
      Quality scores corresponding to each provided sample. The larger the score value the better the quality of the sample.
  • Constructor Details

    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator()
      Constructor.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

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

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

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

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

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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).
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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).
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

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

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

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

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(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.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements)
      Constructor.
      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).
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double biasX, double biasY, double biasZ)
      Constructor.
      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).
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ)
      Constructor.
      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).
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double biasX, double biasY, double biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.units.Acceleration biasX, com.irurueta.units.Acceleration biasY, com.irurueta.units.Acceleration biasZ, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double[] bias)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double[] bias, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, double[] bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias array does not have length 3 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.algebra.Matrix bias)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
    • PROSACRobustKnownBiasAndFrameAccelerometerCalibrator

      public PROSACRobustKnownBiasAndFrameAccelerometerCalibrator(double[] qualityScores, List<StandardDeviationFrameBodyKinematics> measurements, com.irurueta.algebra.Matrix bias, boolean commonAxisUsed, RobustKnownBiasAndFrameAccelerometerCalibratorListener listener)
      Constructor.
      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.
      Throws:
      IllegalArgumentException - if provided bias matrix is not 3x1 or if provided quality scores length is smaller than 4 samples.
  • Method Details

    • getThreshold

      public double getThreshold()
      Gets threshold to determine whether samples are inliers or not when testing possible solutions. The threshold refers to the amount of error on norm between measured specific forces and the ones generated with estimated calibration parameters provided for each sample.
      Returns:
      threshold to determine whether samples are inliers or not.
    • setThreshold

      public void setThreshold(double threshold) throws com.irurueta.navigation.LockedException
      Sets threshold to determine whether samples are inliers or not when testing possible solutions. The threshold refers to the amount of error on norm between measured specific forces and the ones generated with estimated calibration parameters provided for each sample.
      Parameters:
      threshold - threshold to determine whether samples are inliers or not.
      Throws:
      IllegalArgumentException - if provided value is equal or less than zero.
      com.irurueta.navigation.LockedException - if calibrator is currently running.
    • getQualityScores

      public double[] getQualityScores()
      Returns quality scores corresponding to each provided sample. The larger the score value the better the quality of the sample.
      Specified by:
      getQualityScores in interface QualityScoredAccelerometerCalibrator
      Overrides:
      getQualityScores in class RobustKnownBiasAndFrameAccelerometerCalibrator
      Returns:
      quality scores corresponding to each sample.
    • setQualityScores

      public void setQualityScores(double[] qualityScores) throws com.irurueta.navigation.LockedException
      Sets quality scores corresponding to each provided sample. The larger the score value the better the quality of the sample.
      Specified by:
      setQualityScores in interface QualityScoredAccelerometerCalibrator
      Overrides:
      setQualityScores in class RobustKnownBiasAndFrameAccelerometerCalibrator
      Parameters:
      qualityScores - quality scores corresponding to each sample.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than minimum required samples.
      com.irurueta.navigation.LockedException - if calibrator is currently running.
    • isReady

      public boolean isReady()
      Indicates whether solver is ready to find a solution.
      Specified by:
      isReady in interface AccelerometerCalibrator
      Overrides:
      isReady in class RobustKnownBiasAndFrameAccelerometerCalibrator
      Returns:
      true if solver is ready, false otherwise.
    • isComputeAndKeepInliersEnabled

      public boolean isComputeAndKeepInliersEnabled()
      Indicates whether inliers must be computed and kept.
      Returns:
      true if inliers must be computed and kept, false if inliers only need to be computed but not kept.
    • setComputeAndKeepInliersEnabled

      public void setComputeAndKeepInliersEnabled(boolean computeAndKeepInliers) throws com.irurueta.navigation.LockedException
      Specifies whether inliers must be computed and kept.
      Parameters:
      computeAndKeepInliers - true if inliers must be computed and kept, false if inliers only need to be computed but not kept.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.
    • isComputeAndKeepResiduals

      public boolean isComputeAndKeepResiduals()
      Indicates whether residuals must be computed and kept.
      Returns:
      true if residuals must be computed and kept, false if residuals only need to be computed but not kept.
    • setComputeAndKeepResidualsEnabled

      public void setComputeAndKeepResidualsEnabled(boolean computeAndKeepResiduals) throws com.irurueta.navigation.LockedException
      Specifies whether residuals must be computed and kept.
      Parameters:
      computeAndKeepResiduals - true if residuals must be computed and kept, false if residuals only need to be computed but not kept.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.
    • calibrate

      public void calibrate() throws com.irurueta.navigation.LockedException, com.irurueta.navigation.NotReadyException, CalibrationException
      Estimates accelerometer calibration parameters containing scale factors and cross-coupling errors.
      Throws:
      com.irurueta.navigation.LockedException - if calibrator is currently running.
      com.irurueta.navigation.NotReadyException - if calibrator is not ready.
      CalibrationException - if estimation fails for numerical reasons.
    • getMethod

      public com.irurueta.numerical.robust.RobustEstimatorMethod getMethod()
      Returns method being used for robust estimation.
      Specified by:
      getMethod in class RobustKnownBiasAndFrameAccelerometerCalibrator
      Returns:
      method being used for robust estimation.
    • isQualityScoresRequired

      public boolean isQualityScoresRequired()
      Indicates whether this calibrator requires quality scores for each measurement or not.
      Returns:
      true if quality scores are required, false otherwise.
    • internalSetQualityScores

      private void internalSetQualityScores(double[] qualityScores)
      Sets quality scores corresponding to each provided sample. This method is used internally and does not check whether instance is locked or not.
      Parameters:
      qualityScores - quality scores to be set.
      Throws:
      IllegalArgumentException - if provided quality scores length is smaller than 4 samples.