Asymptotic eigenstructures of filters

Abstract

This paper describes relationships between Kalman-Bucy filter design parameters and the asymptotic eigenstructures of the resulting error dynamics. Simple, explicit formulas are developed which select noise intensity matrices to achieve pre-specified eigenstructures. The results also add basic understanding of the asymptotic properties of filters, particularly with respect to recently proposed robustness recovery processes.