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Volumn , Issue , 2010, Pages 388-392

A robust approach for optimization of the measurement matrix in Compressed Sensing

Author keywords

Basis pursuit (BP); Compressed Sensing (CS); Gradient descent; Matching pursuit (MP); Mutual coherence; Random matrices; Sparse representation

Indexed keywords

BASIS PURSUITS; COMPRESSED SENSING (CS); GRADIENT DESCENT; MATCHING PURSUIT; MUTUAL COHERENCE; RANDOM MATRICES; SPARSE REPRESENTATION;

EID: 78349291572     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIP.2010.5604134     Document Type: Conference Paper
Times cited : (29)

References (13)
  • 1
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • IEEE Transactions On April
    • D. Donoho, "Compressed sensing," Information Theory, IEEE Transactions on, vol. 52, no. 4, pp. 1289-1306, April 2006.
    • (2006) Information Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.1
  • 2
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • IEEE Transactions on feb.
    • E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information," Information Theory, IEEE Transactions on, vol. 52, no. 2, pp. 489-509, feb. 2006.
    • (2006) Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.1    Romberg, J.2    Tao, T.3
  • 3
    • 84911837213 scopus 로고
    • Communication in the presence of noise
    • C. E. Shannon, "Communication in the presence of noise," Proceedings of the IRE, vol. 37, no. 1, pp. 10-21, 1949.
    • (1949) Proceedings of the IRE , vol.37 , Issue.1 , pp. 10-21
    • Shannon, C.E.1
  • 4
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random measurements via orthogonal matching pursuit
    • IEEE Transactions on Dec.
    • J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," Information Theory, IEEE Transactions on, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
    • (2007) Information Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.A.1    Gilbert, A.C.2
  • 6
    • 0001616908 scopus 로고
    • Uncertainty principles and signal recovery
    • D. Donoho and P. B. Stark, "Uncertainty principles and signal recovery," SIAM Journal on Applied Mathematics, vol. 49, no. 3, pp. 906-931, 1989.
    • (1989) SIAM Journal on Applied Mathematics , vol.49 , Issue.3 , pp. 906-931
    • Donoho, D.1    Stark, P.B.2
  • 7
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • E. J. Candès, J. K. 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, 2006.
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candès, E.J.1    Romberg, J.K.2    Tao, T.3
  • 8
    • 85032750937 scopus 로고    scopus 로고
    • An introduction to compressive sampling
    • March
    • E. J. Candès and M. B. Wakin, "An introduction to compressive sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 21-30, March 2008.
    • (2008) IEEE Signal Processing Magazine , vol.25 , Issue.2 , pp. 21-30
    • Candès, E.J.1    Wakin, M.B.2
  • 9
    • 67649842407 scopus 로고    scopus 로고
    • Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization
    • IEEE Transactions on July
    • J. Duarte-Carvajalino and G. Sapiro, "Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization," Image Processing, IEEE Transactions on, vol. 18, no. 7, pp. 1395-1408, July 2009.
    • (2009) Image Processing , vol.18 , Issue.7 , pp. 1395-1408
    • Duarte-Carvajalino, J.1    Sapiro, G.2
  • 10
    • 36749022762 scopus 로고    scopus 로고
    • Optimized projections for compressed sensing
    • IEEE Transactions on Dec.
    • M. Elad, "Optimized projections for compressed sensing," Signal Processing, IEEE Transactions on, vol. 55, no. 12, pp. 5695-5702, Dec. 2007.
    • (2007) Signal Processing , vol.55 , Issue.12 , pp. 5695-5702
    • Elad, M.1
  • 12
    • 36248929865 scopus 로고    scopus 로고
    • Deterministic constructions of compressed sensing matrices
    • R. A. DeVore, "Deterministic constructions of compressed sensing matrices," J. Complex., vol. 23, no. 4-6, pp. 918-925, 2007.
    • (2007) J. Complex. , vol.23 , Issue.4-6 , pp. 918-925
    • DeVore, R.A.1
  • 13
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • IEEE Transactions On
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," Signal Processing, IEEE Transactions on, vol. 54, no. 11, pp. 4311-4322, 2006.
    • (2006) Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.