Sparse Signal Estimation by Maximally Sparse Convex Optimization

Ivan W. Selesnick, Ilker Bayram

This paper addresses the problem of sparsity penalized least squares for applications in sparse signal processing, e.g. sparse deconvolution. This paper aims to induce sparsity mor…