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Volumn , Issue , 2009, Pages 448-453

Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements

Author keywords

Compressed sensing; Re weighted least squares; Sampling methods; Signal reconstruction; Underdetermined systems of linear equations

Indexed keywords

COMPRESSED SENSING; EXISTING METHOD; ITERATIVE REWEIGHTED LEAST SQUARE; NOISY MEASUREMENTS; RE-WEIGHTED LEAST SQUARES; RECONSTRUCTION ERROR; SAMPLING METHODS; SIMULATION RESULT; SMOOTH APPROXIMATION; SPARSE SIGNAL RECONSTRUCTION; SPARSE SOLUTIONS; SYSTEM OF EQUATIONS; SYSTEMS OF LINEAR EQUATIONS; UNDER-DETERMINED; UNDERDETERMINED SYSTEMS OF LINEAR EQUATIONS;

EID: 70349696388     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2009.5054762     Document Type: Conference Paper
Times cited : (30)

References (14)
  • 1
    • 85032750937 scopus 로고    scopus 로고
    • An introduction to compressive sampling
    • Mar
    • E. J. Candès and M. B. Wakin, "An introduction to compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 21-30, Mar. 2008.
    • (2008) IEEE Signal Processing Magazine , vol.25 , Issue.2 , pp. 21-30
    • Candès, E.J.1    Wakin, M.B.2
  • 2
    • 42649140570 scopus 로고    scopus 로고
    • The restricted isometry property and its implications for compressed sensing
    • Compte Rendus de l'Academie des Sciences, Paris
    • E. J. Candès, "The restricted isometry property and its implications for compressed sensing," Compte Rendus de l'Academie des Sciences, Paris, Series I, pp. 589-593, 2008.
    • (2008) Series , vol.1 , pp. 589-593
    • Candès, E.J.1
  • 3
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random measurements via orthogonal matching pursuit
    • Dec
    • J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Transactions on Information Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
    • (2007) IEEE Transactions on Information Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.A.1    Gilbert, A.C.2
  • 4
    • 57349104469 scopus 로고    scopus 로고
    • Cosamp: Iterative signal recovery from incomplete and inaccurate samples
    • preprint
    • D. Needell and J. A. Tropp, "Cosamp: Iterative signal recovery from incomplete and inaccurate samples," 2008, preprint.
    • (2008)
    • Needell, D.1    Tropp, J.A.2
  • 5
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," Journal of the Royal Statistics Society, vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) Journal of the Royal Statistics Society , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 6
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • Jan
    • D. L. Donoho, M. Elad, and V. N. Temlyakov, "Stable recovery of sparse overcomplete representations in the presence of noise," IEEE Transactions on Information Theory, vol. 52, no. 1, pp. 6-18, Jan. 2006.
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.L.1    Elad, M.2    Temlyakov, V.N.3
  • 7
    • 33748575920 scopus 로고    scopus 로고
    • Signal reconstruction from noisy random projections
    • Sep
    • J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Transactions on Information Theory, vol. 52, no. 9, pp. 4036-4048, Sep. 2006.
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.9 , pp. 4036-4048
    • Haupt, J.1    Nowak, R.2
  • 8
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • Aug
    • E. J. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Communications on pure and applied mathematics, vol. 59, no. 8, pp. 1207-1223, Aug. 2006.
    • (2006) Communications on pure and applied mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candès, E.J.1    Romberg, J.2    Tao, T.3
  • 9
    • 0031102203 scopus 로고    scopus 로고
    • Sparse signal reconstruction from limited data using focuss: A re-weighted minimum norm algorithm
    • Mar
    • I. F. Gorodnitsky and B. Rao, "Sparse signal reconstruction from limited data using focuss: a re-weighted minimum norm algorithm," IEEE Transactions on Signal Processing, vol. 45, no. 3, pp. 600-616, Mar. 1997.
    • (1997) IEEE Transactions on Signal Processing , vol.45 , Issue.3 , pp. 600-616
    • Gorodnitsky, I.F.1    Rao, B.2
  • 10
    • 51449113552 scopus 로고    scopus 로고
    • Restricted isometry properties and non-convex compressive sensing
    • preprint
    • R. Chartrand and V. Staneva, "Restricted isometry properties and non-convex compressive sensing," 2008, preprint.
    • (2008)
    • Chartrand, R.1    Staneva, V.2
  • 11
    • 77955426653 scopus 로고    scopus 로고
    • Sparse recovery by non-convex optimization-instance optimality
    • preprint
    • R. Saab and O. Yilmaz, "Sparse recovery by non-convex optimization-instance optimality," 2008, preprint.
    • (2008)
    • Saab, R.1    Yilmaz, O.2
  • 12
    • 74849105194 scopus 로고    scopus 로고
    • Iteratively re-weighted least squares for sparse approximation
    • preprint
    • I. Daubechies, R. DeVore, M. Fornasier, and C. S. Gunturk, "Iteratively re-weighted least squares for sparse approximation," 2008, preprint.
    • (2008)
    • Daubechies, I.1    DeVore, R.2    Fornasier, M.3    Gunturk, C.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.