Title
High-Accuracy Compressed Sensing Decoder Based on Adaptive (ℓ0, ℓ1) Complex Approximate Message Passing: Cross-layer Design.
Abstract
Compressed sensing (CS) allows a signal that is sparse in certain domain to be acquired and reconstructed accurately with only a small number of samples. In this paper, we propose an adaptive (ℓ0, ℓ1) complex approximate message passing (CAMP) algorithm and its hardware implementation for complex-valued sparse signal recovery. Compared with the existing CAMP algorithm which solves ℓ1-regularized l...
Year
DOI
Venue
2016
10.1109/TCSI.2016.2582782
IEEE Transactions on Circuits and Systems I: Regular Papers
Keywords
Field
DocType
Signal processing algorithms,Hardware,Matching pursuit algorithms,Approximation algorithms,Prediction algorithms,Sensors,Message passing
Radar,Approximation algorithm,Computer science,Waveform,Algorithm,Field-programmable gate array,Theoretical computer science,Chip,Electronic engineering,Gate array,Message passing,Compressed sensing
Journal
Volume
Issue
ISSN
63
10
1549-8328
Citations 
PageRank 
References 
0
0.34
0
Authors
5
Name
Order
Citations
PageRank
Le Zheng1849.88
Zhenzhi Wu200.34
Mingoo Seok360180.71
Xiaodong Wang43958310.41
Quanhua Liu54012.64