2 papers
eess.SY2019
Sparse System Identification for Stochastic Feedback Control Systems
Wenxiao Zhao, George G. Yin, Er-Wei Bai
Focusing on identification, this paper develops techniques to reconstruct zero and nonzero elements of a sparse parameter vector of a stochastic dynamic system under feedback contr…
cs.IT2012
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…