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Contents. Rao-Blackwell theoremMarginalizing the filter (Rao-Blackwellization)Generic Rao-Blackwellized Particle FilterPartially analytical state updatePractical RBPF AlgorithmMathematical Derivation. Rao-Blackwell theorem. Let d(X) be an estimator of an unobservable. X is the observable data.

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