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Support Recovery of Sparse Signals in the Presence of Multiple Measurement Vectors

Support Recovery of Sparse Signals in the Presence of Multiple Measurement Vectors

This paper studies the performance limits in the support recovery of sparse signals based on multiple measurement vectors (MMV). An information-theoretic analytical framework inspired by the connection to the single-input multiple-output multiple-access channel communication is established to reveal the performance limits in the support recovery of sparse signals with fixed …