Finite dimensional filters for moments and stochastic integrals of the state of nonlinear Benes systems

Abstract

Finite dimensional filters for integrals and stochastic integrals of moments of the state for continuous-time nonlinear systems with Benes nonlinearity are derived. These new filters can be used with the expectation maximization (EM) algorithm to yield ML estimates of the model parameters.