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Volumn , Issue , 2011, Pages 3792-3795

Weighted and structured sparse total least-squares for perturbed compressive sampling

Author keywords

coordinate descent; errors in variables models; sparsity; Total least squares

Indexed keywords

COMPRESSIVE SAMPLING; COORDINATE DESCENT; CORRELATED PERTURBATIONS; DATA VECTORS; ERRORS IN VARIABLES; LINEAR REGRESSION PROBLEMS; PRIORI KNOWLEDGE; REGRESSION MATRICES; SPARSE VECTORS; SPARSITY; TOTAL LEAST SQUARES; UNDER-DETERMINED; VARIABLE SELECTION ALGORITHMS;

EID: 80051606046     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947177     Document Type: Conference Paper
Times cited : (7)

References (9)
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  • 5
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    • General deviants: An analysis of perturbations in compressive sensing
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    • M. A. Herman and T. Strohmer, "General deviants: an analysis of perturbations in compressive sensing," IEEE J. of Selected Topics in Signal Processing, vol. 4, pp. 342-349, Apr. 2010.
    • (2010) IEEE J. of Selected Topics in Signal Processing , vol.4 , pp. 342-349
    • Herman, M.A.1    Strohmer, T.2
  • 6
    • 34249825770 scopus 로고    scopus 로고
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    • I. Markovsky and S. Van Huffel, "Overview of total least-squares methods," Signal Processing, vol. 87, no. 10, pp. 2283-2302, Oct. 2007.
    • (2007) Signal Processing , vol.87 , Issue.10 , pp. 2283-2302
    • Markovsky, I.1    Van Huffel, S.2
  • 7
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Royal. Statist. Soc. B, vol. 58, pp. 267-288, 1996.
    • (1996) J. Royal. Statist. Soc. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 8
    • 0035533631 scopus 로고    scopus 로고
    • Convergence of a block coordinate descent method for nondifferentiable minimization
    • Jun.
    • P. Tseng, "Convergence of a block coordinate descent method for nondifferentiable minimization," Journal of Optimization Theory and Applications, vol. 109, no. 3, pp. 475-494, Jun. 2001.
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    • Tseng, P.1
  • 9
    • 80051647406 scopus 로고    scopus 로고
    • Sparsity-cognizant total least-squares for perturbed compressive sampling
    • Aug. (submitted). [Online]. Available
    • H. Zhu, G. Leus, and G. B. Giannakis, "Sparsity-cognizant total least-squares for perturbed compressive sampling," IEEE TSP, Aug. 2010, (submitted). [Online]. Available: http://arxiv.org/abs/1008.2996
    • (2010) IEEE TSP
    • Zhu, H.1    Leus, G.2    Giannakis, G.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.