Sparse Signal Recovery using Generalized Approximate Message Passing with Built-in Parameter Estimation

Shuai Huang, Trac D. Tran

The generalized approximate message passing (GAMP) algorithm under the Bayesian setting shows advantage in recovering under-sampled sparse signals from corrupted observations. Comp…