An improved bound of cumulative coherence for signal recovery

摘要

This paper considers the recovery condition of signals from undersampled data corrupted with additive noise in the framework of cumulative coherence. We establish some sufficient conditions which can guarantee the stable recovery from quadratically constrained basis pursuit (QCBP), Dantzig selector (DS) and Lasso estimator.