Vector approximate message passing algorithm for compressed sensing with structured matrix perturbation

•Study the CS with structured matrix perturbation via Bayesian methods.•Develop the perturbation considered vector approximate message passing (PC-VAMP) algorithm.•Show the excellent performance of PC-VAMP. In this paper, we consider a general form of noisy compressive sensing (CS) where the sensing...

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Bibliographic Details

Published in:	Signal processing Vol. 166; p. 107248
Main Authors:	Zhu, Jiang, Zhang, Qi, Meng, Xiangming, Xu, Zhiwei
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2020
Subjects:	Compressed sensing Structured perturbation VAMP VAMP Compressed sensing Structured perturbation
ISSN:	0165-1684, 1872-7557
Online Access:	Get full text
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