Toeplitz Matrix Based Sparse Error Correction in System Identification: Outliers and Random Noises

Weiyu Xu, Er-Wei Bai, Myung Cho

In this paper, we consider robust system identification under sparse outliers and random noises. In our problem, system parameters are observed through a Toeplitz matrix. All obser…