A More Robust Unscented Filter

By Dr. James Zandt

The unscented transformation is extended to use extra test points beyond the minimum necessary to determine the second moments of a multivariate normal distribution.

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The unscented transformation is extended to use extra test points beyond the minimum necessary to determine the second moments of a multivariate normal distribution. The additional test points can improve the estimated mean and variance of the transformed distribution when the transforming function or its derivatives have discontinuities.