Neural Kalman Filtering for Unknown Dynamics: Task-Aware Learning with a Koopman Backbone

Mintaek Oh, Jeonghun Park, Nir Shlezinger +2

Recent years have witnessed a growing interest in AI-aided Kalman filters. While emerging methodologies, such as KalmanNet, were shown to facilitate tracking in partially known sta…