Outlier-robust Autocovariance Least Square Estimation via Iteratively Reweighted Least Square

Jiahong Li, Fang Deng

The autocovariance least squares (ALS) method is a computationally efficient approach for estimating noise covariances in Kalman filters without requiring specific noise models. Ho…