Variance State Propagation for Structured Sparse Bayesian Learning

Mingchen Zhang, Xiaojun Yuan, Zhen-Qing He

We propose a compressed sensing algorithm termed variance state propagation (VSP) for block-sparse signals, i.e., sparse signals that have nonzero coefficients occurring in cluster…