Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling

Hao Zhu, Geert Leus, Georgios B. Giannakis

Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data…