Description
Computes the covariance matrix from the provided sigma points matrix and Alpha, Beta and Kappa values.
Timing Precision Mode
This page describes functionality in nanosecond timing precision mode.
Click here to see the documentation for this object in millisecond timing precision mode.
Method Signature
Arguments
numberOfStates
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Description:
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The number of states for which weighting factors are to be computed.
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Valid Range:
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numberOfStates > 0
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alpha
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Description:
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The value for alpha to be used in the Scaled Unscented Transformation. Choosing Alpha << 1 reduces higher order effects when selecting sigma points.
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Valid Range:
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alpha > 0
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beta
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Description:
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The value for beta to be used in the Scaled Unscented Transformation. Choosing Beta = 2 reflects a Gaussian distribution.
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Valid Range:
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beta > 0
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kappa
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Description:
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The value for kappa to be used in the Scaled Unscented Transformation. Choosing Kappa >= 0 ensures the resulting covariance matrix will be positive semi-definite.
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Valid Range:
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kappa ≥ 0
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Return Value
Returns a matrix of weighting factors.
Syntax
myMatrix1 = CovarianceUtilities.CalculateUnscentedWeights(myVariable1, myVariable2, myVariable3, myVariable4);
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See also
CovarianceUtilities Object
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