메뉴 건너뛰기




Volumn 25, Issue 2, 2008, Pages 92-101

Compressed sensing for networked data: A different approach to decentralized compression

Author keywords

[No Author keywords available]

Indexed keywords

DATA COMMUNICATION SYSTEMS; DATA COMPRESSION; LARGE SCALE SYSTEMS; NONBIBLIOGRAPHIC RETRIEVAL SYSTEMS; WIRELESS SENSOR NETWORKS;

EID: 85032766716     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2007.914732     Document Type: Article
Times cited : (514)

References (30)
  • 1
    • 85032751350 scopus 로고    scopus 로고
    • Distributed compression in a dense microsensor network
    • Mar
    • S.S. Pradhan, J. Kusuma, and K. Ramchandran, "Distributed compression in a dense microsensor network," IEEE Signal Processing Mag., vol. 19, no. 2, pp. 51-60, Mar. 2002.
    • (2002) IEEE Signal Processing Mag , vol.19 , Issue.2 , pp. 51-60
    • Pradhan, S.S.1    Kusuma, J.2    Ramchandran, K.3
  • 2
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • Dec
    • E.J. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inform. Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005.
    • (2005) IEEE Trans. Inform. Theory , vol.51 , Issue.12 , pp. 4203-4215
    • Candès, E.J.1    Tao, T.2
  • 3
    • 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
  • 4
    • 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
  • 5
    • 33646749072 scopus 로고    scopus 로고
    • The Dantzig selector: Statistical estimation when p is much larger than n
    • submitted for publication
    • E. Candès and T. Tao, "The Dantzig selector: Statistical estimation when p is much larger than n," submitted for publication.
    • Candès, E.1    Tao, T.2
  • 7
    • 34247370267 scopus 로고    scopus 로고
    • Decentralized compression and predistribution via randomized gossiping
    • Nashville, TN
    • M. Rabbat J. Haupt, A. Singh, and R. Nowak, "Decentralized compression and predistribution via randomized gossiping, in Proc. IPSN'06, Nashville, TN, 2006, pp. 51-59.
    • (2006) Proc. IPSN'06 , pp. 51-59
    • Rabbat, M.1    Haupt, J.2    Singh, A.3    Nowak, R.4
  • 8
    • 33947680779 scopus 로고    scopus 로고
    • A universal matched source-channel communication scheme for wireless sensor ensembles
    • Toulouse, France
    • W.U. Bajwa, J. Haupt, A.M. Sayeed, and R. Nowak, "A universal matched source-channel communication scheme for wireless sensor ensembles," in Proc. ICASSP'06, Toulouse, France, 2006, pp. 1153-1156.
    • (2006) Proc. ICASSP'06 , pp. 1153-1156
    • Bajwa, W.U.1    Haupt, J.2    Sayeed, A.M.3    Nowak, R.4
  • 10
    • 35348850242 scopus 로고    scopus 로고
    • Distributed sparse random projections for refinable approximation
    • Cambridge, MA
    • W. Wang, M. Garofalakis, and K. Ramchandran, "Distributed sparse random projections for refinable approximation," in Proc. IPSN'07, Cambridge, MA, 2007, pp. 331-339.
    • (2007) Proc. IPSN'07 , pp. 331-339
    • Wang, W.1    Garofalakis, M.2    Ramchandran, K.3
  • 11
    • 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
  • 12
    • 47349118057 scopus 로고    scopus 로고
    • A simple proof of the restricted isometry property for random matrices
    • submitted for publication
    • R. Baraniuk, M. Davenport, R.A. DeVore, and M.B. Wakin, "A simple proof of the restricted isometry property for random matrices," submitted for publication.
    • Baraniuk, R.1    Davenport, M.2    DeVore, R.A.3    Wakin, M.B.4
  • 13
    • 34247324405 scopus 로고    scopus 로고
    • An architecture for distributed wavelet analysis and processing in sensor networks
    • Nashville, TN
    • R. Wagner, R. Baraniuk, S. Du, D. Johnson, and A. Cohen, "An architecture for distributed wavelet analysis and processing in sensor networks, in Proc. IPSN'06, Nashville, TN, 2006, pp. 243-250.
    • (2006) Proc. IPSN'06 , pp. 243-250
    • Wagner, R.1    Baraniuk, R.2    Du, S.3    Johnson, D.4    Cohen, A.5
  • 14
    • 0042975202 scopus 로고    scopus 로고
    • Graph wavelets for spatial traffic analysis
    • San Francisco, CA
    • M. Crovella and E. Kolaczyk, "Graph wavelets for spatial traffic analysis," in Proc. IEEE Infocom, vol. 3, San Francisco, CA, 2003, pp. 1848-1857.
    • (2003) Proc. IEEE Infocom , vol.3 , pp. 1848-1857
    • Crovella, M.1    Kolaczyk, E.2
  • 17
    • 35248836017 scopus 로고    scopus 로고
    • Source-channel communication in sensor networks
    • Palo Alto, CA
    • M. Gastpar and M. Vetterli, "Source-channel communication in sensor networks," in Proc. IPSN'03, Palo Alto, CA, 2003, pp. 162-177.
    • (2003) Proc. IPSN'03 , pp. 162-177
    • Gastpar, M.1    Vetterli, M.2
  • 18
  • 19
    • 15044356753 scopus 로고    scopus 로고
    • Power, spatio-temporal bandwidth, and distortion in large sensor networks
    • Apr
    • M. Gastpar and M. Vetterli, "Power, spatio-temporal bandwidth, and distortion in large sensor networks," IEEE J. Select. Areas Commun. vol. 23, no. 4, pp. 745-754, Apr. 2005.
    • (2005) IEEE J. Select. Areas Commun , vol.23 , Issue.4 , pp. 745-754
    • Gastpar, M.1    Vetterli, M.2
  • 20
    • 33744936547 scopus 로고    scopus 로고
    • Matched source-channel communication for field estimation in wireless sensor networks
    • Los Angeles, CA
    • W.U. Bajwa, A.M. Sayeed, and R. Nowak, "Matched source-channel communication for field estimation in wireless sensor networks," in Proc. IPSN'05, Los Angeles, CA, 2005, pp. 332-339.
    • (2005) Proc. IPSN'05 , pp. 332-339
    • Bajwa, W.U.1    Sayeed, A.M.2    Nowak, R.3
  • 21
    • 35148822623 scopus 로고    scopus 로고
    • Joint source-channel communication for distributed estimation in sensor networks
    • Oct
    • W.U. Bajwa, J. Haupt, A.M. Sayeed, and R. Nowak, "Joint source-channel communication for distributed estimation in sensor networks," IEEE Trans. Inform. Theory, vol. 53, no. 10, pp. 3629-3653, Oct. 2007.
    • (2007) IEEE Trans. Inform. Theory , vol.53 , Issue.10 , pp. 3629-3653
    • Bajwa, W.U.1    Haupt, J.2    Sayeed, A.M.3    Nowak, R.4
  • 22
    • 85032752412 scopus 로고    scopus 로고
    • Sensing reality and communicating bits: A dangerous liaison
    • July
    • M. Gastpar, M. Vetterli, and P.L. Dragotti, "Sensing reality and communicating bits: A dangerous liaison," IEEE Signal Processing Mag., vol. 23, no. 4, pp. 70-83, July 2006.
    • (2006) IEEE Signal Processing Mag , vol.23 , Issue.4 , pp. 70-83
    • Gastpar, M.1    Vetterli, M.2    Dragotti, P.L.3
  • 23
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from partial information via orthogonal matching pursuit
    • A.C. Gilbert and J. Tropp, "Signal recovery from partial information via orthogonal matching pursuit," IEEE Trans. Inform. Theory, vol. 53, no. 12, pp. 4655-4666, 2007.
    • (2007) IEEE Trans. Inform. Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Gilbert, A.C.1    Tropp, J.2
  • 24
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Applications to compressed sensing and other inverse problems
    • M. Figueiredo, R. Nowak, and S. Wright, "Gradient projection for sparse reconstruction: Applications to compressed sensing and other inverse problems," IEEE J. Select. Topics Signal Processing, vol. 1, no. 4, pp. 586-597, 2007.
    • (2007) IEEE J. Select. Topics Signal Processing , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.1    Nowak, R.2    Wright, S.3
  • 25
    • 85032774735 scopus 로고    scopus 로고
    • A method for large-scale 11-regularized least squares problems with applications in signal processing and statistics
    • submitted for publication
    • S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky. "A method for large-scale 11-regularized least squares problems with applications in signal processing and statistics," submitted for publication.
    • Kim, S.-J.1    Koh, K.2    Lustig, M.3    Boyd, S.4    Gorinevsky, D.5
  • 26
    • 41949102240 scopus 로고    scopus 로고
    • Toeplitz-structured compressed sensing matrices
    • Madison, WI
    • W. Bajwa, J. Haupt, G. Raz, and R. Nowak, "Toeplitz-structured compressed sensing matrices, in Proc. SSP'07, Madison, WI, 2007, pp. 294-298.
    • (2007) Proc. SSP'07 , pp. 294-298
    • Bajwa, W.1    Haupt, J.2    Raz, G.3    Nowak, R.4
  • 27
    • 34249687049 scopus 로고    scopus 로고
    • Sparsity and incoherence in compressive sampling
    • E. Candès and J. Romberg, "Sparsity and incoherence in compressive sampling," Inverse Prob., vol. 23, no. 3, pp. 969-985, 2006.
    • (2006) Inverse Prob , vol.23 , Issue.3 , pp. 969-985
    • Candès, E.1    Romberg, J.2
  • 29
    • 34547550100 scopus 로고    scopus 로고
    • Compressive sampling for signal detection
    • Honolulu, HI, Apr
    • J. Haupt and R. Nowak, "Compressive sampling for signal detection," in Proc. ICASSP'07, vol. 3, Honolulu, HI, Apr. 2007, pp. 1509-1512.
    • (2007) Proc. ICASSP'07 , vol.3 , pp. 1509-1512
    • Haupt, J.1    Nowak, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.