Orthonormal Expansion $\ell_{1}$ -Minimization Algorithms for Compressed Sensing

Compressed sensing aims at reconstructing sparse signals from significantly reduced number of samples, and a popular reconstruction approach is $\ell_{1}$-norm minimization. In this correspondence,...