Package | Description |
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org.hipparchus.filtering.kalman |
Kalman filter.
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org.hipparchus.filtering.kalman.extended |
Kalman filter implementation for non-linear processes.
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org.hipparchus.filtering.kalman.linear |
Kalman filter implementation for linear processes.
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org.hipparchus.filtering.kalman.unscented |
Unscented Kalman filter implementation.
|
Modifier and Type | Method and Description |
---|---|
ProcessEstimate |
KalmanFilter.estimationStep(T measurement)
Perform one estimation step.
|
ProcessEstimate |
AbstractKalmanFilter.getCorrected()
Get the corrected state.
|
ProcessEstimate |
KalmanFilter.getCorrected()
Get the current corrected state.
|
ProcessEstimate |
AbstractKalmanFilter.getPredicted()
Get the predicted state.
|
ProcessEstimate |
KalmanFilter.getPredicted()
Get the current predicted state.
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Constructor and Description |
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AbstractKalmanFilter(MatrixDecomposer decomposer,
ProcessEstimate initialState)
Simple constructor.
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Modifier and Type | Method and Description |
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ProcessEstimate |
ExtendedKalmanFilter.estimationStep(T measurement)
Perform one estimation step.
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Constructor and Description |
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ExtendedKalmanFilter(MatrixDecomposer decomposer,
NonLinearProcess<T> process,
ProcessEstimate initialState)
Simple constructor.
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Modifier and Type | Method and Description |
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ProcessEstimate |
LinearKalmanFilter.estimationStep(T measurement)
Perform one estimation step.
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Constructor and Description |
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LinearKalmanFilter(MatrixDecomposer decomposer,
LinearProcess<T> process,
ProcessEstimate initialState)
Simple constructor.
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Modifier and Type | Method and Description |
---|---|
ProcessEstimate |
UnscentedKalmanFilter.estimationStep(T measurement)
Perform one estimation step.
|
ProcessEstimate |
UnscentedKalmanFilter.getCorrected()
Get the corrected state.
|
ProcessEstimate |
UnscentedKalmanFilter.getPredicted()
Get the predicted state.
|
ProcessEstimate |
UnscentedKalmanFilter.predictionAndCorrectionSteps(T measurement,
RealVector[] sigmaPoints)
This method perform the prediction and correction steps of the Unscented Kalman Filter.
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Constructor and Description |
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UnscentedKalmanFilter(MatrixDecomposer decomposer,
UnscentedProcess<T> process,
ProcessEstimate initialState,
UnscentedTransformProvider utProvider)
Simple constructor.
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