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Bayes-Optimal Convolutional AMP

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Published in 2021 at "IEEE Transactions on Information Theory"

DOI: 10.1109/tit.2021.3077471

Abstract: This paper proposes Bayes-optimal convolutional approximate message-passing (CAMP) for signal recovery in compressed sensing. CAMP uses the same low-complexity matched filter (MF) for interference suppression as approximate message-passing (AMP). To improve the convergence property of… read more here.

Keywords: bayes optimal; sensing matrices; optimal convolutional; amp ... See more keywords