Generalized Approximate Message-Passing for Compressed Sensing with Sublinear Sparsity

Keigo Takeuchi

This paper addresses the reconstruction of an unknown signal vector with sublinear sparsity from generalized linear measurements. Generalized approximate message-passing (GAMP) is…