Necessary and Sufficient Conditions for Bounded Covariance in Linear Stochastic Systems

Abstract

The common assumption in much of the literature that an asymptotically stable system will result in bounded covariance in the limit as t ¿ ¿ is disproved by a simple counter-example. Necessary and sufficient conditions for bounded covariance are given and proved.