Algorithms of optimal non-linear smoothing of special Markovian jump processes

The article presents solution to the problem of optimal nonlinear smoothing (interpolation) of the state of a special Markovian jump process from indirect observations in the presence of Wiener noises. The obtained non-linear estimates are compared to the corresponding optimal linear estimates.