VLSI Architecture for Enhanced Approximate Message Passing Algorithm

Compressed sensing (CS) enables the reconstruction of sparse signals from a small number of linear measurements. However, sparse signal recovery algorithms require significant computational effort, even for problems of moderate size, and make their hardware realization a highly challenging task. In...

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Vydáno v:	IEEE transactions on circuits and systems for video technology Ročník 30; číslo 9; s. 3253 - 3267
Hlavní autoři:	Batta, Kota Naga Srinivasaro, Chakrabarti, Indrajit
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.09.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	3D wavelets Algorithms approximate message passing (AMP) Approximation algorithms Architecture CMOS Coders Compressed sensing compressed sensing (CS) Computer architecture Image reconstruction Integrated circuits Matching pursuit algorithms Message passing Power consumption Restoration Scalable video coding (SVC) Signal processing algorithms Signal reconstruction Sparsity
ISSN:	1051-8215, 1558-2205
On-line přístup:	Získat plný text
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