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Some results on OMP algorithm for MMV problem.
- Source :
-
Mathematical Methods in the Applied Sciences . Jun2022, Vol. 45 Issue 9, p5402-5411. 10p. - Publication Year :
- 2022
-
Abstract
- In this paper, the robustness of the orthogonal matching pursuit (OMP) algorithm for multiple measurement vector (MMV) problem under the restricted isometry property (RIP) is presented. Moreover, it is shown that the OMP algorithm can exactly recover K‐row sparse matrices in K iterations under the RIP condition we have presented. Furthermore, the condition is sharp. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01704214
- Volume :
- 45
- Issue :
- 9
- Database :
- Academic Search Index
- Journal :
- Mathematical Methods in the Applied Sciences
- Publication Type :
- Academic Journal
- Accession number :
- 156711998
- Full Text :
- https://doi.org/10.1002/mma.8114