메뉴 건너뛰기




Volumn 25, Issue 2, 2008, Pages 48-56

Compressive sampling and lossy compression: Do random measurements provide an efficient method of representing sparse signals?

Author keywords

[No Author keywords available]

Indexed keywords

DATA COMPRESSION; RANDOM PROCESSES; SIGNAL PROCESSING;

EID: 85032750944     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2007.915001     Document Type: Article
Times cited : (231)

References (30)
  • 2
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • Feb
    • E.J. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inform. Theory. vol. 52. no. 2. pp. 489-509. Feb. 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.2 , pp. 489-509
    • Candès, E.J.1    Romberg, J.2    Tao, T.3
  • 3
    • 33947416035 scopus 로고    scopus 로고
    • Near-optimal signal recovery from random projections: Universal encoding strategies?
    • Dec
    • E.J. Candès and T. Tao, "Near-optimal signal recovery from random projections: Universal encoding strategies?" IEEE Trans. Inform. Theory, vol. 52, no. 12, pp. 5406-5425, Dec. 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.12 , pp. 5406-5425
    • Candès, E.J.1    Tao, T.2
  • 4
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Apr
    • D.L. Donoho, "Compressed sensing," IEEE Trans. Inform. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 5
    • 0029291966 scopus 로고
    • Sparse approximate solutions to linear systems
    • Apr
    • B.K. Natarajan, "Sparse approximate solutions to linear systems," SIAM J. Comput., vol. 24, no. 2. pp. 227-234, Apr. 1995.
    • (1995) SIAM J. Comput , vol.24 , Issue.2 , pp. 227-234
    • Natarajan, B.K.1
  • 6
    • 0001616908 scopus 로고
    • Uncertainty principles and signal recovery
    • June
    • D.L. Donoho and P.B. Stark, "Uncertainty principles and signal recovery," SIAM J. Appl. Math., vol. 49, no. 3, pp. 906-931, June 1989.
    • (1989) SIAM J. Appl. Math , vol.49 , Issue.3 , pp. 906-931
    • Donoho, D.L.1    Stark, P.B.2
  • 7
    • 40349095596 scopus 로고    scopus 로고
    • Counting faces of randomly-projected polytopes when the projection radically lowers dimension
    • submitted for publication
    • D.L. Donoho and J. Tanner. "Counting faces of randomly-projected polytopes when the projection radically lowers dimension," submitted for publication.
    • Donoho, D.L.1    Tanner, J.2
  • 9
    • 85032752137 scopus 로고    scopus 로고
    • Theoretical foundations of transform coding
    • Sept
    • V.K. Goyal, "Theoretical foundations of transform coding," IEEE Signal Processing Mag., vol. 18, no. 5, pp. 9-21, Sept. 2001.
    • (2001) IEEE Signal Processing Mag , vol.18 , Issue.5 , pp. 9-21
    • Goyal, V.K.1
  • 10
    • 39449089964 scopus 로고    scopus 로고
    • A jump linear framework for estimation and robust communication with Markovian source and channel dynamics
    • Ph.D. dissertation, Dept. of Electrical Eng. Comp. Sci, Univ. California, Berkeley, Nov
    • A.K. Fletcher, "A jump linear framework for estimation and robust communication with Markovian source and channel dynamics." Ph.D. dissertation, Dept. of Electrical Eng. Comp. Sci., Univ. California, Berkeley, Nov. 2005.
    • (2005)
    • Fletcher, A.K.1
  • 11
    • 0035397701 scopus 로고    scopus 로고
    • On the whiteness of high-resolution quantization errors
    • July
    • H. Viswanathan and R. Zamir, "On the whiteness of high-resolution quantization errors," IEEE Trans. Inform Theory, vol. 47 no. 5, pp. 2029-2038, July 2001.
    • (2001) IEEE Trans. Inform Theory , vol.47 , Issue.5 , pp. 2029-2038
    • Viswanathan, H.1    Zamir, R.2
  • 13
    • 0032662487 scopus 로고    scopus 로고
    • Rate-distortion analysis of spike processes
    • Snowbird, Utah, Mar
    • C. Weidmann and M. Vetterli, "Rate-distortion analysis of spike processes," in Proc. IEEE Data Compression Conf., Snowbird, Utah, Mar. 1999, pp. 82-91.
    • (1999) Proc. IEEE Data Compression Conf , pp. 82-91
    • Weidmann, C.1    Vetterli, M.2
  • 15
    • 0035089196 scopus 로고    scopus 로고
    • Recursive consistent, estimation with bounded noise
    • Jan
    • S. Rangan and V.K. Goyal, "Recursive consistent, estimation with bounded noise," IEEE Trans. Inform. Theory, vol. 47, no. 1, pp. 457-464, Jan. 2001.
    • (2001) IEEE Trans. Inform. Theory , vol.47 , Issue.1 , pp. 457-464
    • Rangan, S.1    Goyal, V.K.2
  • 18
    • 33646749072 scopus 로고    scopus 로고
    • The Dantzig selector: Statistical estimation when p is much larger than n
    • submitted for publication
    • E.J. Candès and T. Tao, "The Dantzig selector: Statistical estimation when p is much larger than n," submitted for publication.
    • Candès, E.J.1    Tao, T.2
  • 19
    • 33748575920 scopus 로고    scopus 로고
    • Signal reconstruction from noisy random projections
    • Sept
    • J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Inform. Theory, vol. 52, no. 9, pp. 4036-4048, Sept. 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.9 , pp. 4036-4048
    • Haupt, J.1    Nowak, R.2
  • 21
    • 41949138797 scopus 로고    scopus 로고
    • Nonadaptive lossy encoding of sparse signals,
    • M.S thesis, Dept. of Electrical Eng. Comp. Sci, MIT, Cambridge, MA, Aug
    • R.J. Pai, "Nonadaptive lossy encoding of sparse signals," M.S thesis, Dept. of Electrical Eng. Comp. Sci., MIT, Cambridge, MA, Aug. 2006.
    • (2006)
    • Pai, R.J.1
  • 22
    • 0016882596 scopus 로고
    • The rate-distortion function for source coding with side information at the decoder
    • Jan
    • A.D. Wyner and J. Ziv, "The rate-distortion function for source coding with side information at the decoder," IEEE Trans. Inform. Theory vol. IT-22, no. 1, pp. 1-10, Jan. 1976.
    • (1976) IEEE Trans. Inform. Theory , vol.IT-22 , Issue.1 , pp. 1-10
    • Wyner, A.D.1    Ziv, J.2
  • 23
    • 0000863792 scopus 로고    scopus 로고
    • The rate loss in the Wyner-Ziv problem
    • Nov
    • R. Zamir, "The rate loss in the Wyner-Ziv problem," IEEE Trans. Inform. Theory, vol. 42, no. 6, pp. 2073-2084, Nov 1996.
    • (1996) IEEE Trans. Inform. Theory , vol.42 , Issue.6 , pp. 2073-2084
    • Zamir, R.1
  • 24
    • 0022055957 scopus 로고
    • On universal quantization
    • May
    • J. Ziv, "On universal quantization," IEEE Trans. Inform. Theory, vol. IT-31, no. 3, pp. 344-347, May 1985.
    • (1985) IEEE Trans. Inform. Theory , vol.IT-31 , Issue.3 , pp. 344-347
    • Ziv, J.1
  • 25
    • 0032184399 scopus 로고    scopus 로고
    • R.M. Gray and D.L. Neuhoff Quantization, IEEE Trans. Inform. Theory, 44, no. 6, pp. 2325-2383, Oct. 1998.
    • R.M. Gray and D.L. Neuhoff "Quantization," IEEE Trans. Inform. Theory, vol. 44, no. 6, pp. 2325-2383, Oct. 1998.
  • 26
    • 0026837870 scopus 로고
    • On universal quantization by randomized uniform/lattice quantization
    • Mar
    • R. Zamir and M. Feder, "On universal quantization by randomized uniform/lattice quantization," IEEE Trans. Inform. Theory, vol. 38, no. 2, pp. 428-436, Mar. 1992.
    • (1992) IEEE Trans. Inform. Theory , vol.38 , Issue.2 , pp. 428-436
    • Zamir, R.1    Feder, M.2
  • 27
    • 85032771112 scopus 로고    scopus 로고
    • Multiple description coding: Compression meets the network
    • Sept
    • V.K. Goyal, "Multiple description coding: Compression meets the network," IEEE Signal Processing Mag., vol. 18, no. 5, pp. 74-93, Sept. 2001.
    • (2001) IEEE Signal Processing Mag , vol.18 , Issue.5 , pp. 74-93
    • Goyal, V.K.1
  • 28
  • 29
    • 0015648934 scopus 로고
    • Noiseless coding of correlated information sources
    • July
    • D. Slepian and J.K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inform. Theory, vol. IT-19, no. 4, pp. 471-480, July 1973.
    • (1973) IEEE Trans. Inform. Theory , vol.IT-19 , Issue.4 , pp. 471-480
    • Slepian, D.1    Wolf, J.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.