Phase transition in compressed sensing using log-sum penalty and adaptive smoothing

Keisuke Morita, Federico Ricci-Tersenghi, Masayuki Ohzeki

In many real-world problems, recovering sparse signals from underdetermined linear systems remains a fundamental challenge. Although ${\ell }_1$ norm minimization is widely used, it s…