compressive sensing

Analysis on Rate-distortion Performance of Compressive Sensing for Binary Sparse Source

We propose to use a bipartite graph to represent compressive sensing (CS). We derive the close-form formulation of the evolution of the bipartite graph in statistics, which enable us to more accurately analyze the performance of compressive sensing.