Recovery Analysis for Weighted ${\ell }_1$-Minimization Using a Null Space Property

Hassan Mansour, Rayan Saab

We study the recovery of sparse signals from underdetermined linear measurements when a potentially erroneous support estimate is available. Our results are twofold. First, we deri…