Filtering of discrete-time systems hidden in discrete-time random measures

This paper is concerned with the filtering problem of a discrete-time signal hidden in discrete-time random measures. Using measure change techniques as discussed in [1], recursive estimates of the signal are obtained. Also, a finite-state signal is discussed and filters of functionals of the signals are derived.