On the absence of the RIP in real-world applications of compressed sensing and the RIP in levels

Alexander Bastounis, Anders C. Hansen

The purpose of this paper is twofold. The first is to point out that the Restricted Isometry Property (RIP) does not hold in many applications where compressed sensing is successfu…