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Adaptive recovery of dictionary-sparse signals using binary measurements

Adaptive recovery of dictionary-sparse signals using binary measurements

Abstract One-bit compressive sensing (CS) is an advanced version of sparse recovery in which the sparse signal of interest can be recovered from extremely quantized measurements. Namely, only the sign of each measure is available to us. The ground-truth signal is not sparse in many applications yet can be represented …