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Sparse signal recovery in the presence of intra-vector and inter-vector correlation

Sparse signal recovery in the presence of intra-vector and inter-vector correlation

This work discusses the problem of sparse signal recovery when there is correlation among the values of nonzero entries. We examine intra-vector correlation in the context of the block sparse model and inter-vector correlation in the context of the multiple measurement vector model, as well as their combination. Algorithms based …