Bayesian Hypothesis Test using Nonparametric Belief Propagation for Noisy Sparse Recovery

Jaewook Kang, Heung-No Lee, Kiseon Kim

This paper proposes a low-computational Bayesian algorithm for noisy sparse recovery (NSR), called BHT-BP. In this framework, we consider an LDPC-like measurement matrices which ha…