977 citations · 1.5k across the 13 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.IT2012★ 9 cited
Bayesian compressed sensing with new sparsity-inducing prior
Zai Yang, Lihua Xie, Cishen Zhang
Sparse Bayesian learning (SBL) is a popular approach to sparse signal recovery in compressed sensing (CS). In SBL, the signal sparsity information is exploited by assuming a sparsi…
cs.IT2012★ 52 cited
Variational Bayesian algorithm for quantized compressed sensing
Zai Yang, Lihua Xie, Cishen Zhang
Compressed sensing (CS) is on recovery of high dimensional signals from their low dimensional linear measurements under a sparsity prior and digital quantization of the measurement…