James C. Spall

Stochastic Stability of Kalman-Type Nonlinear Filters

2025

We analyze the stochastic stability of a class of generic Kalman-type nonlinear filtering algorithms with the aim of providing practically verifiable conditions. We investigate conditions under which the Kalman gain matrix and the approximate error …