Change-Aware Self-Adaptive AI-Aided Kalman Filters With Neural Change Point Detection

Wenyi Zhang, Xiaoyong Ni, Nir Shlezinger +1

Reliable state estimation in dynamical systems is often challenged by model mismatches, unknown noise statistics, and temporal variations. While AI-aided Kalman filters such as Kal…