메뉴 건너뛰기




Volumn , Issue , 2011, Pages 2168-2172

Generalized approximate message passing for estimation with random linear mixing

Author keywords

belief propagation; compressed sensing; estimation; Optimization; random matrices

Indexed keywords

ASYMPTOTIC BEHAVIORS; BELIEF PROPAGATION; COMPONENTWISE; COMPRESSED SENSING; ESTIMATION PROBLEM; GAUSSIAN APPROXIMATIONS; GAUSSIAN TRANSFORMS; GAUSSIANS; LARGE CLASS; LINEAR MIXING; LINEAR TRANSFORM; MEASUREMENT CHANNELS; OUTPUT CHANNELS; RANDOM MATRICES; RANDOM VECTORS; STATE EVOLUTIONS;

EID: 80054799706     PISSN: 21578104     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2011.6033942     Document Type: Conference Paper
Times cited : (1024)

References (27)
  • 2
    • 0036648193 scopus 로고    scopus 로고
    • Iterative multiuser joint decoding: Unified framework and asymptotic analysis
    • Jul
    • J. Boutros and G. Caire, "Iterative multiuser joint decoding: unified framework and asymptotic analysis", IEEE Trans. Inform. Theory, vol. 48, no. 7, pp. 1772-1793, Jul. 2002.
    • (2002) IEEE Trans. Inform. Theory , vol.48 , Issue.7 , pp. 1772-1793
    • Boutros, J.1    Caire, G.2
  • 3
    • 35748985950 scopus 로고    scopus 로고
    • Analysis of sparsely-spread CDMA via statistical mechanics
    • Seattle, WA, Jun
    • M. Yoshida and T. Tanaka, "Analysis of sparsely-spread CDMA via statistical mechanics", in Proc. IEEE Int. Symp. Inform. Th., Seattle, WA, Jun. 2006, pp. 2378-2382.
    • (2006) Proc. IEEE Int. Symp. Inform. Th. , pp. 2378-2382
    • Yoshida, M.1    Tanaka, T.2
  • 4
    • 42149091048 scopus 로고    scopus 로고
    • Multiuser detection of sparsely spread CDMA
    • Mar
    • G. Guo and C. C. Wang, "Multiuser detection of sparsely spread CDMA", IEEE J. Sel. Areas Comm., vol. 26, no. 3, p. 421431, Mar. 2008.
    • (2008) IEEE J. Sel. Areas Comm. , vol.26 , Issue.3 , pp. 421431
    • Guo, G.1    Wang, C.C.2
  • 5
    • 41949111944 scopus 로고    scopus 로고
    • Low-density lattice codes
    • Apr
    • M. F. N. Sommer and O. Shalvi, "Low-density lattice codes", IEEE Trans. Inform. Theory, vol. 54, no. 4, pp. 1561-1585, Apr. 2008.
    • (2008) IEEE Trans. Inform. Theory , vol.54 , Issue.4 , pp. 1561-1585
    • Sommer, M.F.N.1    Shalvi, O.2
  • 6
    • 72949124697 scopus 로고    scopus 로고
    • Bayesian compressive sensing via belief propagation
    • Jan
    • D. Baron, S. Sarvotham, and R. G. Baraniuk, "Bayesian compressive sensing via belief propagation", IEEE Trans. Signal Process., vol. 58, no. 1, pp. 269-280, Jan. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.1 , pp. 269-280
    • Baron, D.1    Sarvotham, S.2    Baraniuk, R.G.3
  • 9
    • 13444293217 scopus 로고    scopus 로고
    • Approximate belief propagation, density evolution, and neurodynamics for CDMA multiuser detection
    • Feb
    • T. Tanaka and M. Okada, "Approximate belief propagation, density evolution, and neurodynamics for CDMA multiuser detection", IEEE Trans. Inform. Theory, vol. 51, no. 2, pp. 700-706, Feb. 2005.
    • (2005) IEEE Trans. Inform. Theory , vol.51 , Issue.2 , pp. 700-706
    • Tanaka, T.1    Okada, M.2
  • 10
    • 42149191688 scopus 로고    scopus 로고
    • Asymptotic mean-square optimality of belief propagation for sparse linear systems
    • Chengdu, China, Oct
    • D. Guo and C.-C. Wang, "Asymptotic mean-square optimality of belief propagation for sparse linear systems", in "Proc. Inform. Th. Workshop", Chengdu, China, Oct. 2006, pp. 194-198.
    • (2006) Proc. Inform. Th. Workshop , pp. 194-198
    • Guo, D.1    Wang, C.-C.2
  • 13
    • 0242678317 scopus 로고    scopus 로고
    • A CDMA multiuser detection algorithm on the basis of belief propagation
    • Y. Kabashima, "A CDMA multiuser detection algorithm on the basis of belief propagation", J. Phys. A: Math. Gen, vol. 36.
    • J. Phys. A: Math. Gen , vol.36
    • Kabashima, Y.1
  • 14
    • 24344432073 scopus 로고    scopus 로고
    • Improved message passing for inference in densely connected systems
    • Sep
    • J. P. Neirotti and D. Saad, "Improved message passing for inference in densely connected systems", Europhys. Lett., vol. 71, no. 5, p. 866872, Sep. 2005.
    • (2005) Europhys. Lett. , vol.71 , Issue.5 , pp. 866872
    • Neirotti, J.P.1    Saad, D.2
  • 16
    • 51649102816 scopus 로고    scopus 로고
    • Random sparse linear systems observed via arbitrary channels: A decoupling principle
    • Nice, France, Jun
    • D. Guo and C.-C. Wang, "Random sparse linear systems observed via arbitrary channels: A decoupling principle", in Proc. IEEE Int. Symp. Inform. Th., Nice, France, Jun. 2007, pp. 946-950.
    • (2007) Proc. IEEE Int. Symp. Inform. Th. , pp. 946-950
    • Guo, D.1    Wang, C.-C.2
  • 18
    • 20544442268 scopus 로고    scopus 로고
    • Randomly spread CDMA: Asymptotics via statistical physics
    • Jun
    • D. Guo and S. Verdú, "Randomly spread CDMA: Asymptotics via statistical physics", IEEE Trans. Inform. Theory, vol. 51, no. 6, pp. 1983-2010, Jun. 2005.
    • (2005) IEEE Trans. Inform. Theory , vol.51 , Issue.6 , pp. 1983-2010
    • Guo, D.1    Verdú, S.2
  • 19
    • 0033097227 scopus 로고    scopus 로고
    • Spectral efficiency of CDMA with random spreading
    • Mar
    • S. Verdú and S. Shamai, "Spectral efficiency of CDMA with random spreading", IEEE Trans. Inform. Theory, vol. 45, no. 3, pp. 622-640, Mar. 1999.
    • (1999) IEEE Trans. Inform. Theory , vol.45 , Issue.3 , pp. 622-640
    • Verdú, S.1    Shamai, S.2
  • 20
    • 0033098947 scopus 로고    scopus 로고
    • Linear multiuser receivers: Effective interference, effective bandwidth and capacity
    • Mar
    • D. Tse and S. Hanly, "Linear multiuser receivers: Effective interference, effective bandwidth and capacity", IEEE Trans. Inform. Theory, vol. 45, no. 3, pp. 641-675, Mar. 1999.
    • (1999) IEEE Trans. Inform. Theory , vol.45 , Issue.3 , pp. 641-675
    • Tse, D.1    Hanly, S.2
  • 21
    • 0036846395 scopus 로고    scopus 로고
    • A statistical-mechanics approach to large-system analysis of CDMA multiuser detectors
    • Nov
    • T. Tanaka, "A statistical-mechanics approach to large-system analysis of CDMA multiuser detectors", IEEE Trans. Inform. Theory, vol. 48, no. 11, pp. 2888-2910, Nov. 2002.
    • (2002) IEEE Trans. Inform. Theory , vol.48 , Issue.11 , pp. 2888-2910
    • Tanaka, T.1
  • 24
    • 80054806197 scopus 로고    scopus 로고
    • Belief propagation methods for intercell interference coordination
    • To appear in, Preprint available in arXiv:1008.0060v1 cs. NE., Jul
    • S. Rangan and R. K. Madan, "Belief propagation methods for intercell interference coordination", To appear in IEEE Infocom. Preprint available in arXiv:1008.0060v1 [cs. NE]., Jul. 2010.
    • (2010) IEEE Infocom
    • Rangan, S.1    Madan, R.K.2
  • 25
  • 26
    • 79958006379 scopus 로고    scopus 로고
    • Tracking and smoothing of timevarying sparse signals via approximate belief propagation
    • Pacific Grove, CA, Nov
    • J. Ziniel, L. C. Potter, and P. Schniter, "Tracking and smoothing of timevarying sparse signals via approximate belief propagation", in Conf. Rec. Asilomar Conf. on Sig., Sys. & Computers, Pacific Grove, CA, Nov. 2010.
    • (2010) Conf. Rec. Asilomar Conf. on Sig., Sys. & Computers
    • Ziniel, J.1    Potter, L.C.2    Schniter, P.3
  • 27
    • 79958019279 scopus 로고    scopus 로고
    • Joint estimation and decoding for sparse channels via relaxed belief propagation
    • Pacific Grove, CA, Nov
    • P. Schniter, "Joint estimation and decoding for sparse channels via relaxed belief propagation", in Conf. Rec. Asilomar Conf. on Sig., Sys. & Computers, Pacific Grove, CA, Nov. 2010.
    • (2010) Conf. Rec. Asilomar Conf. on Sig., Sys. & Computers
    • Schniter, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.