Class KnownPositionAndInstantMagnetometerCalibrator
java.lang.Object
com.irurueta.navigation.inertial.calibration.magnetometer.BaseMagneticFluxDensityNormMagnetometerCalibrator<KnownPositionAndInstantMagnetometerCalibrator,KnownPositionAndInstantMagnetometerCalibratorListener>
com.irurueta.navigation.inertial.calibration.magnetometer.KnownPositionAndInstantMagnetometerCalibrator
- All Implemented Interfaces:
MagnetometerCalibrator
,MagnetometerNonLinearCalibrator
,UnknownHardIronMagnetometerCalibrator
,UnknownHardIronNonLinearMagnetometerCalibrator
,UnorderedStandardDeviationBodyMagneticFluxDensityMagnetometerCalibrator
public class KnownPositionAndInstantMagnetometerCalibrator
extends BaseMagneticFluxDensityNormMagnetometerCalibrator<KnownPositionAndInstantMagnetometerCalibrator,KnownPositionAndInstantMagnetometerCalibratorListener>
Estimates magnetometer hard-iron biases, cross couplings and scaling
factors.
This calibrator uses Levenberg-Marquardt to find a minimum least squared
error solution.
To use this calibrator at least 10 measurements taken at a single known position and instant must be taken at 10 different unknown orientations when common z-axis is assumed, otherwise at least 13 measurements are required.
Measured magnetic flux density is assumed to follow the model shown below:
mBmeas = bm + (I + Mm) * mBtrue + wWhere: - mBmeas is the measured magnetic flux density. This is a 3x1 vector. - bm is magnetometer hard-iron bias. Ideally, on a perfect magnetometer, this should be a 3x1 zero vector. - I is the 3x3 identity matrix. - Mm is the 3x3 soft-iron matrix containing cross-couplings and scaling factors. Ideally, on a perfect magnetometer, this should be a 3x3 zero matrix. - mBtrue is ground-truth magnetic flux density. This is a 3x1 vector. - w is measurement noise. This is a 3x1 vector. Notice that this calibrator assumes that all measurements are taken in a short span of time, where Earth magnetic field can be assumed to be constant at provided location and instant.
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Field Summary
FieldsModifier and TypeFieldDescriptionprivate WorldMagneticModel
Contains Earth's magnetic model.private com.irurueta.navigation.frames.NEDPosition
Position where body magnetic flux density measurements have been taken.private Double
Timestamp expressed as decimal year, where magnetic flux density measurements have been measured.Fields inherited from class com.irurueta.navigation.inertial.calibration.magnetometer.BaseMagneticFluxDensityNormMagnetometerCalibrator
DEFAULT_USE_COMMON_Z_AXIS, groundTruthMagneticFluxDensityNorm, MINIMUM_MEASUREMENTS_COMMON_Z_AXIS, MINIMUM_MEASUREMENTS_GENERAL
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Constructor Summary
ConstructorsConstructorDescriptionConstructor.KnownPositionAndInstantMagnetometerCalibrator
(boolean commonAxisUsed) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(double[] initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.algebra.Matrix initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix initialHardIron, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(KnownPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(WorldMagneticModel magneticModel) Constructor.KnownPositionAndInstantMagnetometerCalibrator
(Collection<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor. -
Method Summary
Modifier and TypeMethodDescriptionprivate void
Computes expected ground truth magnetic flux density norm based on World Magnetic Model.private static com.irurueta.navigation.frames.NEDPosition
convertPosition
(com.irurueta.navigation.frames.ECEFPosition position) Converts provided ECEF position to position expressed in NED coordinates.private static Double
convertTime
(Long timestampMillis) Converts a time instance expressed in milliseconds since epoch time (January 1st, 1970 at midnight) to a decimal year.private static Double
convertTime
(Date date) Converts a time instant contained ina date object to a decimal year.private static Double
convertTime
(GregorianCalendar calendar) Converts a time instant contained in a gregorian calendar to a decimal year.com.irurueta.navigation.frames.ECEFPosition
Gets position where body magnetic flux density measurements have been taken expressed in ECEF coordinates.boolean
getEcefPosition
(com.irurueta.navigation.frames.ECEFPosition result) Gets position where body magnetic flux density measurements have been taken expressed in ECEF coordinates.Gets Earth's magnetic model.com.irurueta.navigation.frames.NEDPosition
Gets position where body magnetic flux density measurements have been taken.getYear()
Gets timestamp expressed as decimal year where magnetic flux density measurements have been measured.boolean
isReady()
Indicates whether calibrator is ready to start.protected void
Called before calibration occurs.void
setMagneticModel
(WorldMagneticModel magneticModel) Sets Earth's magnetic model.void
setPosition
(com.irurueta.navigation.frames.ECEFPosition position) Sets position where body magnetic flux density measurements have been taken expressed in ECEF coordinates.void
setPosition
(com.irurueta.navigation.frames.NEDPosition position) Sets position where body magnetic flux density measurements have been taken.void
Sets timestamp when magnetic flux density measurements have been measured.void
Sets timestamp when magnetic flux density measurements have been measured.void
setTime
(GregorianCalendar calendar) Sets timestamp when magnetic flux density measurements have been measured.void
Sets timestamp expressed as decimal year where magnetic flux density measurements have been measured.Methods inherited from class com.irurueta.navigation.inertial.calibration.magnetometer.BaseMagneticFluxDensityNormMagnetometerCalibrator
calibrate, getEstimatedChiSq, getEstimatedCovariance, getEstimatedHardIron, getEstimatedHardIron, getEstimatedHardIronAsMatrix, getEstimatedHardIronAsMatrix, getEstimatedHardIronAsTriad, getEstimatedHardIronAsTriad, getEstimatedHardIronStandardDeviation, getEstimatedHardIronStandardDeviation, getEstimatedHardIronStandardDeviationAverage, getEstimatedHardIronStandardDeviationAverageAsMagneticFluxDensity, getEstimatedHardIronStandardDeviationAverageAsMagneticFluxDensity, getEstimatedHardIronStandardDeviationNorm, getEstimatedHardIronStandardDeviationNormAsMagneticFluxDensity, getEstimatedHardIronStandardDeviationNormAsMagneticFluxDensity, getEstimatedHardIronX, getEstimatedHardIronXAsMagneticFluxDensity, getEstimatedHardIronXAsMagneticFluxDensity, getEstimatedHardIronXStandardDeviation, getEstimatedHardIronXStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronXStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronXVariance, getEstimatedHardIronY, getEstimatedHardIronYAsMagneticFluxDensity, getEstimatedHardIronYAsMagneticFluxDensity, getEstimatedHardIronYStandardDeviation, getEstimatedHardIronYStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronYStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronYVariance, getEstimatedHardIronZ, getEstimatedHardIronZAsMagneticFluxDensity, getEstimatedHardIronZAsMagneticFluxDensity, getEstimatedHardIronZStandardDeviation, getEstimatedHardIronZStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronZStandardDeviationAsMagneticFluxDensity, getEstimatedHardIronZVariance, getEstimatedMm, getEstimatedMse, getEstimatedMxy, getEstimatedMxz, getEstimatedMyx, getEstimatedMyz, getEstimatedMzx, getEstimatedMzy, getEstimatedSx, getEstimatedSy, getEstimatedSz, getGroundTruthMagneticFluxDensityNorm, getGroundTruthMagneticFluxDensityNormAsMagneticFluxDensity, getGroundTruthMagneticFluxDensityNormAsMagneticFluxDensity, getInitialHardIron, getInitialHardIron, getInitialHardIronAsMatrix, getInitialHardIronAsMatrix, getInitialHardIronAsTriad, getInitialHardIronAsTriad, getInitialHardIronX, getInitialHardIronXAsMagneticFluxDensity, getInitialHardIronXAsMagneticFluxDensity, getInitialHardIronY, getInitialHardIronYAsMagneticFluxDensity, getInitialHardIronYAsMagneticFluxDensity, getInitialHardIronZ, getInitialHardIronZAsMagneticFluxDensity, getInitialHardIronZAsMagneticFluxDensity, getInitialMm, getInitialMm, getInitialMxy, getInitialMxz, getInitialMyx, getInitialMyz, getInitialMzx, getInitialMzy, getInitialSx, getInitialSy, getInitialSz, getListener, getMeasurements, getMeasurementType, getMinimumRequiredMeasurements, internalSetGroundTruthMagneticFluxDensityNorm, isCommonAxisUsed, isOrderedMeasurementsRequired, isQualityScoresRequired, isRunning, setCommonAxisUsed, setInitialCrossCouplingErrors, setInitialHardIron, setInitialHardIron, setInitialHardIron, setInitialHardIron, setInitialHardIron, setInitialHardIronX, setInitialHardIronX, setInitialHardIronY, setInitialHardIronY, setInitialHardIronZ, setInitialHardIronZ, setInitialMm, setInitialMxy, setInitialMxz, setInitialMyx, setInitialMyz, setInitialMzx, setInitialMzy, setInitialScalingFactors, setInitialScalingFactorsAndCrossCouplingErrors, setInitialSx, setInitialSy, setInitialSz, setInputData, setListener, setMeasurements
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Field Details
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position
private com.irurueta.navigation.frames.NEDPosition positionPosition where body magnetic flux density measurements have been taken. -
year
Timestamp expressed as decimal year, where magnetic flux density measurements have been measured. -
magneticModel
Contains Earth's magnetic model.
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Constructor Details
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KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator()Constructor. -
KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator(Collection<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor.- Parameters:
measurements
- collection of body magnetic flux density measurements with standard deviation of magnetometer measurements taken at the same position with zero velocity and unknown different orientations.
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KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator(boolean commonAxisUsed) Constructor.- Parameters:
commonAxisUsed
- indicates whether z-axis is assumed to be common for the accelerometer, gyroscope and magnetometer.
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KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator(double[] initialHardIron) Constructor.- Parameters:
initialHardIron
- initial hard-iron to find a solution.- Throws:
IllegalArgumentException
- if provided hard-iron array does not have length 3.
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KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator(com.irurueta.algebra.Matrix initialHardIron) Constructor.- Parameters:
initialHardIron
- initial hard-iron to find a solution.- Throws:
IllegalArgumentException
- if provided hard-iron matrix is not 3x1.
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KnownPositionAndInstantMagnetometerCalibrator
public KnownPositionAndInstantMagnetometerCalibrator(com.irurueta.algebra.Matrix initialHardIron, com.irurueta.algebra.Matrix initialMm) Constructor.- Parameters:
initialHardIron
- initial hard-iron to find a solution.initialMm
- initial soft-iron matrix containing scale factors and cross coupling errors.- Throws:
IllegalArgumentException
- if provided hard-iron matrix is not 3x1 or if soft-iron matrix is not 3x3.
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Method Details
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getNedPosition
public com.irurueta.navigation.frames.NEDPosition getNedPosition()Gets position where body magnetic flux density measurements have been taken.- Returns:
- position where body magnetic flux density measurements have been taken.
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getEcefPosition
public com.irurueta.navigation.frames.ECEFPosition getEcefPosition()Gets position where body magnetic flux density measurements have been taken expressed in ECEF coordinates.- Returns:
- position where body magnetic flux density measurements have been taken or null if not available.
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getYear
Gets timestamp expressed as decimal year where magnetic flux density measurements have been measured.- Returns:
- timestamp expressed as decimal year or null if not defined.
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setYear
Sets timestamp expressed as decimal year where magnetic flux density measurements have been measured.- Parameters:
year
- timestamp expressed as decimal year.- Throws:
com.irurueta.navigation.LockedException
- if calibrator is currently running.
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setTime
Sets timestamp when magnetic flux density measurements have been measured.- Parameters:
timestampMillis
- a timestamp expressed in milliseconds since epoch time (January 1st, 1970 at midnight).- Throws:
com.irurueta.navigation.LockedException
- if calibrator is currently running.
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setTime
Sets timestamp when magnetic flux density measurements have been measured.- Parameters:
date
- a date instance containing a timestamp.- Throws:
com.irurueta.navigation.LockedException
- if calibrator is currently running.
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setTime
Sets timestamp when magnetic flux density measurements have been measured.- Parameters:
calendar
- a calendar instance containing a timestamp.- Throws:
com.irurueta.navigation.LockedException
- if calibrator is currently running.
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isReady
public boolean isReady()Indicates whether calibrator is ready to start.- Specified by:
isReady
in interfaceMagnetometerCalibrator
- Overrides:
isReady
in classBaseMagneticFluxDensityNormMagnetometerCalibrator<KnownPositionAndInstantMagnetometerCalibrator,
KnownPositionAndInstantMagnetometerCalibratorListener> - Returns:
- true if calibrator is ready, false otherwise.
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getMagneticModel
Gets Earth's magnetic model.- Returns:
- Earth's magnetic model or null if not provided.
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onBeforeCalibrate
Called before calibration occurs. This can be overridden by subclasses.- Overrides:
onBeforeCalibrate
in classBaseMagneticFluxDensityNormMagnetometerCalibrator<KnownPositionAndInstantMagnetometerCalibrator,
KnownPositionAndInstantMagnetometerCalibratorListener> - Throws:
CalibrationException
- if anything fails.
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computeGroundTruthMagneticFluxDensityNorm
Computes expected ground truth magnetic flux density norm based on World Magnetic Model. Notice that actual magnetic field measured by devices might differ from this value, since it might be attenuated or other devices might interfere.- Throws:
CalibrationException
- if world magnetic model cannot be loaded.
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convertTime
Converts a time instance expressed in milliseconds since epoch time (January 1st, 1970 at midnight) to a decimal year.- Parameters:
timestampMillis
- milliseconds value to be converted.- Returns:
- converted value expressed in decimal years.
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convertTime
Converts a time instant contained ina date object to a decimal year.- Parameters:
date
- a time instance to be converted.- Returns:
- converted value expressed in decimal years.
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convertTime
Converts a time instant contained in a gregorian calendar to a decimal year.- Parameters:
calendar
- calendar containing a specific instant to be converted.- Returns:
- converted value expressed in decimal years.
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