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Hybrid filtering for non-Gaussian systems

The paper is concerned with hybrid filtering of a non-Gaussian system coupled by a hidden switching process. An optimal control approach is used to derive a finite-dimensional recursive filter which is optimal in the sense of the most probable trajectory estimate. Numerical examples are considered and computational experiments are reported.