Supervisory Measurement-Guided Noise Covariance Estimation: Discussing Forward and Reverse Differentiation

Haoying Li, Yifan Peng, Yuchi Wu +1

Reliable state estimation depends on accurately modeled noise covariances, which are difficult to determine in practice. This paper formulates the noise covariance estimation as a…