Constraint removal for sparse signal recovery

This paper presents a new iterative algorithm called constraint removal (CR) for the recovery of a sparse signal x from an incomplete number of linear measurements y   such that ym×1=Am×nxn×1ym×1=Am×nxn×1 and m