2019
Robust Approximate Message Passing for Nonzero-mean Sensing Matrices
ICASSP 2019accepted
The standard Approximate Message Passing (AMP) algorithm efficiently recovers a sparse signal from a small number of noisy linear measurements. It requires the measurement matrix to be zero-mean, however. Even small deviations from this requirement cause it to diverge. In this paper, we show how mea…