Kalman-Bucy filters with singular correlated noises

Abstract

This paper presents a solution to the singular linear minimum-vaviance estimation problem in the discrete time case. An expression for the transfer function of the Kalman-Bucy filter with nonsingular correlated noises is derived using the spectral factorization in the zdomain. The case of singular correlated noises is then handled as a special case.