Hybrid filtering

摘要

This paper is concerned with filtering of a hybrid model with a number of linear systems coupled by a hidden switching process. The most probable trajectory approach is used to derive a finite-dimensional recursive filter. Such scheme is applied to nonlinear systems using a piecewise-linear approximation method. Numerical examples are provided and computational experiments are reported.