Grid Based Nonlinear Filtering Revisited: Recursive Estimation & Asymptotic Optimality

This paper revisits grid based recursive approximate filtering of general Markov processes in discrete time, partially observed in conditionally Gaussian noise. The grid based filters considered rely on two types of state quantization, namely, the Markovian type and the marginal type. A set of novel...

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