Bayesian Compressive Sensing via Belief Propagation

Dror Baron, Shriram Sarvotham, Richard G. Baraniuk

Compressive sensing (CS) is an emerging field based on the revelation that a small collection of linear projections of a sparse signal contains enough information for stable, sub-N…