On the Sparse Signal Recovery with Parallel Orthogonal Matching Pursuit
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- PARK Shin-Woong
- Center for Advanced Photovoltaic Materials, Korea University
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- PARK Jeonghong
- Dept. of Information and Communication Engineering, Gyeongsang National University
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- JUNG Bang Chul
- Dept. of Information and Communication Engineering, Gyeongsang National University
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Abstract
In this letter, parallel orthogonal matching pursuit (POMP) is proposed to supplement orthogonal matching pursuit (OMP) which has been widely used as a greedy algorithm for sparse signal recovery. Empirical simulations show that POMP outperforms the existing sparse signal recovery algorithms including OMP, compressive sampling matching pursuit (CoSaMP), and linear programming (LP) in terms of the exact recovery ratio (ERR) for the sparse pattern and the mean-squared error (MSE) between the estimated signal and the original signal.
Journal
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- IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
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IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E96.A (12), 2728-2730, 2013
The Institute of Electronics, Information and Communication Engineers
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Details 詳細情報について
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- CRID
- 1390001206311785088
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- NII Article ID
- 130003385326
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- NII Book ID
- AA10826239
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- ISSN
- 17451337
- 09168508
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- NDL BIB ID
- 025051665
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- Text Lang
- en
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed