Low-rank approximated Kalman filter using Oja's principal component flow for discrete-time linear systems

Daiki Tsuzuki, Kentaro Ohki

The Kalman filter is indispensable for state estimation across diverse fields but faces computational challenges with higher dimensions. Approaches such as Riccati equation approxi…