Robust Data-Driven Kalman Filtering for Unknown Linear Systems using Maximum Likelihood Optimization

Peihu Duan, Tao Liu, Yu Xing +1

This paper investigates the state estimation problem for unknown linear systems subject to both process and measurement noise. Based on a prior input-output trajectory sampled at a…