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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제13권 제2호
- 발행연도
- 2017.1
- 수록면
- 360 - 369 (10page)
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초록· 키워드
오류제보하기
In this paper, a new iterative algorithm for reconstructing block sparse signals, called block backtrackingbased adaptive orthogonal matching pursuit (BBAOMP) method, is proposed. Compared with existing methods, the BBAOMP method can bring some flexibility between computational complexity and reconstruction property by using the backtracking step. Another outstanding advantage of BBAOMP algorithm is that it can be done without another information of signal sparsity. Several experiments illustrate that the BBAOMP algorithm occupies certain superiority in terms of probability of exact reconstruction and running time.
목차
등록된 정보가 없습니다.
참고문헌 (23)
참고문헌 신청
B. X. Huang / 2015 / Recovery of block sparse signals by a block version of StOMP / Signal Processing 106 : 231 ~ 244
D. L. Donoho / 2006 / Compressed sensing / IEEE Transactions on Information Theory 52 (4) : 1289 ~ 1306
D. L. Donoho / 2006 / For most large underdetermined systems of linear equations, the minimum l1?norm solution is also the sparsest solution / Communications on Pure and Appl
D. L. Donoho / 2012 / Sparse solutions of underdetermined linear equations by stagewise orthogonal matching pursuit / IEEE Transactions on Information Theory 58 (2) : 1094 ~
D. Needell / 2009 / CoSaMP : iterative signal recovery from incomplete and inaccurate samples / Applied and Computational Harmonic Analysis 26 (3) : 301 ~ 321
D. L. Donoho / 2006 / Compressed sensing / IEEE Transactions on Information Theory 52 (4) : 1289 ~ 1306
D. L. Donoho / 2006 / For most large underdetermined systems of linear equations, the minimum l1?norm solution is also the sparsest solution / Communications on Pure and Appl
D. L. Donoho / 2012 / Sparse solutions of underdetermined linear equations by stagewise orthogonal matching pursuit / IEEE Transactions on Information Theory 58 (2) : 1094 ~
D. Needell / 2009 / CoSaMP : iterative signal recovery from incomplete and inaccurate samples / Applied and Computational Harmonic Analysis 26 (3) : 301 ~ 321
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