Title | ||
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High-Accuracy Compressed Sensing Decoder Based on Adaptive (ℓ0, ℓ1) Complex Approximate Message Passing: Cross-layer Design. |
Abstract | ||
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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 |
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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 Zheng | 1 | 84 | 9.88 |
Zhenzhi Wu | 2 | 0 | 0.34 |
Mingoo Seok | 3 | 601 | 80.71 |
Xiaodong Wang | 4 | 3958 | 310.41 |
Quanhua Liu | 5 | 40 | 12.64 |