Chunling Wei

Q‐learning for noise covariance adaptation in extended KALMAN filter

2020 · Asian Journal of Control

Abstract The extended Kalman filter (EKF) is a widely used method in navigation applications. The EKF suffers from noise covariance uncertainty, potentially causing it to perform poorly in practice. This paper attempts to suppress the …