Class KnownHardIronPositionAndInstantMagnetometerCalibrator
java.lang.Object
com.irurueta.navigation.inertial.calibration.magnetometer.BaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator<KnownHardIronPositionAndInstantMagnetometerCalibrator,KnownHardIronPositionAndInstantMagnetometerCalibratorListener>
com.irurueta.navigation.inertial.calibration.magnetometer.KnownHardIronPositionAndInstantMagnetometerCalibrator
- All Implemented Interfaces:
KnownHardIronMagnetometerCalibrator
,MagnetometerCalibrator
,MagnetometerNonLinearCalibrator
,UnorderedStandardDeviationBodyMagneticFluxDensityMagnetometerCalibrator
public class KnownHardIronPositionAndInstantMagnetometerCalibrator
extends BaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator<KnownHardIronPositionAndInstantMagnetometerCalibrator,KnownHardIronPositionAndInstantMagnetometerCalibratorListener>
Estimates magnetometer cross couplings and scaling factors.
This calibrator uses Levenberg-Marquardt to find a minimum least squared
error solution.
To use this calibrator at least 7 measurements taken at a single known position and instant must be taken at 7 different unknown orientations and zero velocity when common z-axis is assumed, otherwise at least 10 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.BaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator
DEFAULT_USE_COMMON_Z_AXIS, groundTruthMagneticFluxDensityNorm, MINIMUM_MEASUREMENTS_COMMON_Z_AXIS, MINIMUM_MEASUREMENTS_GENERAL
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Constructor Summary
ConstructorsConstructorDescriptionConstructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(boolean commonAxisUsed) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(double[] hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.algebra.Matrix hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] hardIron) KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.ECEFPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, Collection<StandardDeviationBodyMagneticFluxDensity> measurements, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] hardIron) KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, double[] hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, com.irurueta.algebra.Matrix hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, boolean commonAxisUsed, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, double[] hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(com.irurueta.navigation.frames.NEDPosition position, List<StandardDeviationBodyMagneticFluxDensity> measurements, com.irurueta.algebra.Matrix hardIron, KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(KnownHardIronPositionAndInstantMagnetometerCalibratorListener listener) Constructor.Constructor.KnownHardIronPositionAndInstantMagnetometerCalibrator
(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.BaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator
calibrate, getEstimatedChiSq, getEstimatedCovariance, getEstimatedMm, getEstimatedMse, getEstimatedMxy, getEstimatedMxz, getEstimatedMyx, getEstimatedMyz, getEstimatedMzx, getEstimatedMzy, getEstimatedSx, getEstimatedSy, getEstimatedSz, getGroundTruthMagneticFluxDensityNorm, getGroundTruthMagneticFluxDensityNormAsMagneticFluxDensity, getGroundTruthMagneticFluxDensityNormAsMagneticFluxDensity, getHardIron, getHardIron, getHardIronAsTriad, getHardIronAsTriad, getHardIronMatrix, getHardIronMatrix, getHardIronX, getHardIronXAsMagneticFluxDensity, getHardIronXAsMagneticFluxDensity, getHardIronY, getHardIronYAsMagneticFluxDensity, getHardIronYAsMagneticFluxDensity, getHardIronZ, getHardIronZAsMagneticFluxDensity, getHardIronZAsMagneticFluxDensity, getInitialMm, getInitialMm, getInitialMxy, getInitialMxz, getInitialMyx, getInitialMyz, getInitialMzx, getInitialMzy, getInitialSx, getInitialSy, getInitialSz, getListener, getMeasurements, getMeasurementType, getMinimumRequiredMeasurements, internalSetGroundTruthMagneticFluxDensityNorm, isCommonAxisUsed, isOrderedMeasurementsRequired, isQualityScoresRequired, isRunning, setCommonAxisUsed, setHardIron, setHardIron, setHardIron, setHardIronCoordinates, setHardIronCoordinates, setHardIronX, setHardIronX, setHardIronY, setHardIronY, setHardIronZ, setHardIronZ, setInitialCrossCouplingErrors, setInitialMm, setInitialMxy, setInitialMxz, setInitialMyx, setInitialMyz, setInitialMzx, setInitialMzy, setInitialScalingFactors, setInitialScalingFactorsAndCrossCouplingErrors, setInitialSx, setInitialSy, setInitialSz, 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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KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator()Constructor. -
KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator(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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KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator(boolean commonAxisUsed) Constructor.- Parameters:
commonAxisUsed
- indicates whether z-axis is assumed to be common for the accelerometer, gyroscope and magnetometer.
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KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator(double[] hardIron) Constructor.- Parameters:
hardIron
- known hard-iron.- Throws:
IllegalArgumentException
- if provided hard-iron array does not have length 3.
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KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator(com.irurueta.algebra.Matrix hardIron) Constructor.- Parameters:
hardIron
- known hard-iron.- Throws:
IllegalArgumentException
- if provided hard-iron matrix is not 3x1.
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KnownHardIronPositionAndInstantMagnetometerCalibrator
public KnownHardIronPositionAndInstantMagnetometerCalibrator(com.irurueta.algebra.Matrix hardIron, com.irurueta.algebra.Matrix initialMm) Constructor.- Parameters:
hardIron
- known hard-iron.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 classBaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator<KnownHardIronPositionAndInstantMagnetometerCalibrator,
KnownHardIronPositionAndInstantMagnetometerCalibratorListener> - 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 classBaseKnownHardIronMagneticFluxDensityNormMagnetometerCalibrator<KnownHardIronPositionAndInstantMagnetometerCalibrator,
KnownHardIronPositionAndInstantMagnetometerCalibratorListener> - 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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