Orthogonally weighted ${\ell }_{2,1}$ regularization for rank-aware joint sparse recovery: algorithm and analysis

Armenak Petrosyan, Konstantin Pieper, Hoang Tran

We propose and analyze an efficient algorithm for solving the joint sparse recovery problem using a new regularization-based method, named orthogonally weighted ${\ell }_{2,1}$ ($\mat…