Prevent CircularUKF state aliasing - #5257
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August 7, 2026 17:53
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Bug
CircularUKFoverridesAbstractFilter.filter_statefor circular-Gaussian validation, but its setter stored the validated distribution object directly. The baseAbstractFiltersetter deep-copies assigned state, so the override broke the filter-state ownership contract: mutating the caller's Gaussian after assignment could silently mutate the filter estimate without another filter update.Fix
After circular-specific validation, delegate storage to the established
AbstractFilter.filter_statesetter so assignment retains the base class's deep-copy semantics.Regression coverage
Add a focused NumPy-backend regression that assigns a
GaussianDistribution, mutates the original mean and covariance afterward, and verifies theCircularUKFestimate remains unchanged.Validation
main(f196ec41d1d8681e279936db9f1a0a3abfa276e7);4f3ef2f1fc33c24e04c6e9469d40c50309da956d;