Optimal filtering in systems with random stepwise changes of the structure

The paper is concerned with a dynamic systems the changes of whose structure is described by a conditional Markov chain. In each state of its structure the system is described by nonlinear stochastic differential equations. Equations are found for a posteriori probabilities of the structure states, probability density and moments of phase coordinates; they result from observation of a certain function of phase coordinates, mixed with noise.