Asymptotically Optimal Discrete Time Nonlinear Filters From Stochastically Convergent State Process Approximations

Dionysios S. Kalogerias, Athina P. Petropulu

We consider the problem of approximating optimal in the Minimum Mean Squared Error (MMSE) sense nonlinear filters in a discrete time setting, exploiting properties of stochasticall…