Outlier robust system identification: a Bayesian kernel-based approach

Giulio Bottegal, Aleksandr Y. Aravkin, Hakan Hjalmarsson +1

In this paper, we propose an outlier-robust regularized kernel-based method for linear system identification. The unknown impulse response is modeled as a zero-mean Gaussian proces…