Title
Performance guarantees of signal recovery via block-OMP with thresholding.
Abstract
Block-sparsity is an extension of the ordinary sparsity in the realm of the sparse signal representation. Exploiting the block structure of the sparsity pattern, recovery may be possible under more general conditions. In this study, a block version of the orthogonal matching pursuit with thresholding (block-OMPT) algorithm is proposed. Compared with the block version of the orthogonal matching pur...
Year
DOI
Venue
2017
10.1049/iet-spr.2017.0076
IET Signal Processing
Keywords
Field
DocType
Gaussian noise,signal representation
Matching pursuit,Block structure,Mathematical optimization,Isometry,Algorithm,Signal recovery,Thresholding,Gaussian noise,Mathematics,Bounded function
Journal
Volume
Issue
ISSN
11
8
1751-9675
Citations 
PageRank 
References 
0
0.34
19
Authors
4
Name
Order
Citations
PageRank
Rui Hu196.09
Yuli Fu220029.90
Youjun Xiang321.75
Rong Rong4123.66