메뉴 건너뛰기




Volumn 5, Issue 2, 2012, Pages 91-101

Belief-propagation-based joint channel estimation and decoding for spectrally efficient communication over unknown sparse channels

Author keywords

Belief propagation; Compressed sensing; Compressive sensing; Message passing; OFDM; Sparse channels

Indexed keywords

BELIEF PROPAGATION; CODED ORTHOGONAL FREQUENCY-DIVISION MULTIPLEXING; COMPRESSED CHANNELS; COMPRESSED SENSING; COMPRESSIVE SENSING; DATA DECODING; DISCRETE-TIME; ERGODIC CAPACITY; FADING BLOCKS; JOINT CHANNEL ESTIMATION; PILOT AIDED; PRE-LOG; RAYLEIGH; SPARSE CHANNELS;

EID: 84858153124     PISSN: 18744907     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.phycom.2011.09.004     Document Type: Article
Times cited : (10)

References (38)
  • 1
    • 84858153548 scopus 로고    scopus 로고
    • On communication over unknown sparse frequency-selective block-fading channels
    • June (in press), arxiv:1006.1548
    • A.P. Kannu, P. Schniter, On communication over unknown sparse frequency-selective block-fading channels, IEEE Trans. Inform. Theory, June 2010 (in press). arxiv:1006.1548.
    • (2010) IEEE Trans. Inform. Theory.
    • Kannu, A.P.1    Schniter, P.2
  • 2
    • 4344660146 scopus 로고    scopus 로고
    • On the capacity of frequency-selective channels in training-based transmission schemes
    • Vikalo H., Hassibi B., Hochwald B., Kailath T. On the capacity of frequency-selective channels in training-based transmission schemes. IEEE Trans. Signal Process. 2004, 2572-2583.
    • (2004) IEEE Trans. Signal Process. , pp. 2572-2583
    • Vikalo, H.1    Hassibi, B.2    Hochwald, B.3    Kailath, T.4
  • 4
    • 77952743265 scopus 로고    scopus 로고
    • Compressed channel sensing: a new approach to estimating sparse multipath channels
    • Bajwa W.U., Haupt J., Sayeed A.M., Nowak R. Compressed channel sensing: a new approach to estimating sparse multipath channels. Proc. IEEE 2010, 98:1058-1076.
    • (2010) Proc. IEEE , vol.98 , pp. 1058-1076
    • Bajwa, W.U.1    Haupt, J.2    Sayeed, A.M.3    Nowak, R.4
  • 5
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani R. Regression shrinkage and selection via the lasso. J. Roy. Statist. Soc. B 1996, 58(1):267-288.
    • (1996) J. Roy. Statist. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 8
    • 51649102816 scopus 로고    scopus 로고
    • Random sparse linear systems observed via arbitrary channels: a decoupling principle
    • Theory, Nice, France, June
    • D. Guo, C.-C. Wang, Random sparse linear systems observed via arbitrary channels: a decoupling principle, in: Proc. IEEE Int. Symposium Inform. Theory, Nice, France, June 2007, pp. 946-950.
    • (2007) Proc. IEEE Int. Symposium Inform. , pp. 946-950
    • Guo, D.1    Wang, C.-C.2
  • 9
    • 77953688837 scopus 로고    scopus 로고
    • Estimation with random linear mixing, belief propagation and compressed sensing
    • arxiv:1001.2228v2, May 2010.
    • S. Rangan, Estimation with random linear mixing, belief propagation and compressed sensing, May 2010. arxiv:1001.2228v2.
    • Rangan, S.1
  • 11
    • 0035246212 scopus 로고    scopus 로고
    • Unified design of iterative receivers using factor graphs
    • Worthen A.P., Stark W.E. Unified design of iterative receivers using factor graphs. IEEE Trans. Inform. Theory 2001, 47:843-849.
    • (2001) IEEE Trans. Inform. Theory , vol.47 , pp. 843-849
    • Worthen, A.P.1    Stark, W.E.2
  • 12
    • 39749195025 scopus 로고    scopus 로고
    • LDPC codes for non-coherent block fading channels with correlation: analysis and design
    • Jin X., Eckford A.W., Fuja T.E. LDPC codes for non-coherent block fading channels with correlation: analysis and design. IEEE Trans. Commun. 2008, 56(1):70-80.
    • (2008) IEEE Trans. Commun. , vol.56 , Issue.1 , pp. 70-80
    • Jin, X.1    Eckford, A.W.2    Fuja, T.E.3
  • 13
    • 38849090643 scopus 로고    scopus 로고
    • LMMSE turbo equalization based on factor graphs
    • Guo Q., Ping L. LMMSE turbo equalization based on factor graphs. IEEE J. Sel. Areas Commun. 2008, 26:311-319.
    • (2008) IEEE J. Sel. Areas Commun. , vol.26 , pp. 311-319
    • Guo, Q.1    Ping, L.2
  • 14
    • 85114320855 scopus 로고    scopus 로고
    • Expectation maximization as message passing
    • Theory, Adelaide, SA, Sep.
    • J. Dauwels, S. Korl, H.-A. Loeliger, Expectation maximization as message passing, in: Proc. IEEE Int. Symposium Inform. Theory, Adelaide, SA, Sep. 2005, pp. 425-429.
    • (2005) Proc. IEEE Int. Symposium Inform. , pp. 425-429
    • Dauwels, J.1    Korl, S.2    Loeliger, H.-A.3
  • 16
    • 51649117818 scopus 로고    scopus 로고
    • On variational message passing on factor graphs
    • Theory, Nice, France, June.
    • J. Dauwels, On variational message passing on factor graphs, in: Proc. IEEE Int. Symposium Inform. Theory, Nice, France, June 2007, pp. 2546-2550.
    • (2007) Proc. IEEE Int. Symposium Inform. , pp. 2546-2550
    • Dauwels, J.1
  • 17
    • 33749047506 scopus 로고    scopus 로고
    • Steepest descent as message passing
    • Theory Workshop, Awaji, Japan, Oct.
    • J. Dauwels, S. Korl, H.-A. Loeliger, Steepest descent as message passing, in: Proc. Inform. Theory Workshop, Awaji, Japan, Oct. 2005, pp. 42-46.
    • (2005) Proc. Inform. , pp. 42-46
    • Dauwels, J.1    Korl, S.2    Loeliger, H.-A.3
  • 18
    • 70349203779 scopus 로고    scopus 로고
    • Factor graph based design of an OFDM-IDMA receiver performing joint data detection, channel estimation, and channel length selection
    • Taipei, Taiwan, Apr.
    • C. Novak, G. Matz, F. Hlawatsch, Factor graph based design of an OFDM-IDMA receiver performing joint data detection, channel estimation, and channel length selection, in: Proc. IEEE Int. Conf. Acoust. Speech & Signal Process., Taipei, Taiwan, Apr. 2009, pp. 2433-2436.
    • (2009) Proc. IEEE Int. Conf. Acoust. Speech & Signal Process. , pp. 2433-2436
    • Novak, C.1    Matz, G.2    Hlawatsch, F.3
  • 19
    • 77952868797 scopus 로고    scopus 로고
    • Joint channel estimation and decoding using Gaussian approximation in a factor graph over multipath channel
    • Tokyo, Japan, Sept.
    • Y. Liu, L. Brunel, J. Boutros, Joint channel estimation and decoding using Gaussian approximation in a factor graph over multipath channel, in: Proc. IEEE Int. Symposium Pers. Indoor Mobile Radio Commun., Tokyo, Japan, Sept. 2009, pp. 3164-3168.
    • (2009) Proc. IEEE Int. Symposium Pers. Indoor Mobile Radio Commun. , pp. 3164-3168
    • Liu, Y.1    Brunel, L.2    Boutros, J.3
  • 22
    • 73049113240 scopus 로고    scopus 로고
    • A message-passing approach for joint channel estimation, interference mitigation, and decoding
    • Zhu Y., Guo D., Honig M.L. A message-passing approach for joint channel estimation, interference mitigation, and decoding. IEEE Trans. Wireless Commun. 2009, 8:6008-6018.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , pp. 6008-6018
    • Zhu, Y.1    Guo, D.2    Honig, M.L.3
  • 23
    • 0022088892 scopus 로고
    • Analysis and simulation of a digital mobile radio channel using orthogonal frequency division multiplexing
    • Cimini L.J. Analysis and simulation of a digital mobile radio channel using orthogonal frequency division multiplexing. IEEE Trans. Commun. 1985, 33:665-765.
    • (1985) IEEE Trans. Commun. , vol.33 , pp. 665-765
    • Cimini, L.J.1
  • 24
    • 80052684351 scopus 로고    scopus 로고
    • A message-passing receiver for BICM-OFDM over unknown clustered-sparse channels
    • San Francisco, CA, June.
    • P. Schniter, A message-passing receiver for BICM-OFDM over unknown clustered-sparse channels, in: Proc. IEEE Workshop Signal Process. Adv. Wireless Commun., San Francisco, CA, June 2011.
    • (2011) Proc. IEEE Workshop Signal Process. Adv. Wireless Commun.
    • Schniter, P.1
  • 25
    • 82155163850 scopus 로고    scopus 로고
    • A message-passing receiver for BICM-OFDM over unknown clustered-sparse channels
    • arxiv:1101.4724, Jan. 2011 (in press).
    • P. Schniter, A message-passing receiver for BICM-OFDM over unknown clustered-sparse channels, IEEE J. Sel. Top. Signal Process., Jan. 2011 (in press). arxiv:1101.4724.
    • IEEE J. Sel. Top. Signal Process.
    • Schniter, P.1
  • 26
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using Bayesian belief networks
    • Cooper G.F. The computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence 1990, 42.
    • (1990) Artificial Intelligence , vol.42
    • Cooper, G.F.1
  • 28
    • 0036648193 scopus 로고    scopus 로고
    • Iterative multiuser joint decoding: unified framework and asymptotic analysis
    • Boutros J., Caire G. Iterative multiuser joint decoding: unified framework and asymptotic analysis. IEEE Trans. Inform. Theory 2002, 48:1772-1793.
    • (2002) IEEE Trans. Inform. Theory , vol.48 , pp. 1772-1793
    • Boutros, J.1    Caire, G.2
  • 29
    • 0032001728 scopus 로고    scopus 로고
    • Turbo decoding as an instance of Pearl's belief propagation algorithm
    • McEliece R.J., MacKay D.J.C., Cheng J.-F. Turbo decoding as an instance of Pearl's belief propagation algorithm. IEEE J. Sel. Areas Commun. 1998, 16:140-152.
    • (1998) IEEE J. Sel. Areas Commun. , vol.16 , pp. 140-152
    • McEliece, R.J.1    MacKay, D.J.C.2    Cheng, J.-F.3
  • 31
    • 73149095169 scopus 로고    scopus 로고
    • Message passing algorithms for compressed sensing
    • Donoho D.L., Maleki A., Montanari A. Message passing algorithms for compressed sensing. Proc. Natl. Acad. Sci. 2009, 106:18914-18919.
    • (2009) Proc. Natl. Acad. Sci. , vol.106 , pp. 18914-18919
    • Donoho, D.L.1    Maleki, A.2    Montanari, A.3
  • 32
    • 77953689056 scopus 로고    scopus 로고
    • Turbo reconstruction of structured sparse signals
    • Princeton, NJ, Mar.
    • P. Schniter, Turbo reconstruction of structured sparse signals, in: Proc. Conf. Inform. Science & Syst., Princeton, NJ, Mar. 2010.
    • (2010) Proc. Conf. Inform. Science & Syst.
    • Schniter, P.1
  • 34
    • 65649137930 scopus 로고    scopus 로고
    • Probing the Pareto frontier for basis pursuit solutions
    • van den Berg E., Friedlander M.P. Probing the Pareto frontier for basis pursuit solutions. SIAM J. Sci. Comput. 2008, 31(2):890-912.
    • (2008) SIAM J. Sci. Comput. , vol.31 , Issue.2 , pp. 890-912
    • van den Berg, E.1    Friedlander, M.P.2
  • 35
    • 33845694130 scopus 로고    scopus 로고
    • Matlab programs for encoding and decoding of LDPC codes over GF(2m)
    • I. Kozintsev, Matlab programs for encoding and decoding of LDPC codes over GF(2m). http://www.kozintsev.net/soft.html.
    • Kozintsev, I.1
  • 36
    • 22144437065 scopus 로고    scopus 로고
    • Iterative tree search detection for MIMO wireless systems
    • de Jong Y.L.C., Willink T.J. Iterative tree search detection for MIMO wireless systems. IEEE Trans. Commun. 2005, 53:930-935.
    • (2005) IEEE Trans. Commun. , vol.53 , pp. 930-935
    • de Jong, Y.L.C.1    Willink, T.J.2
  • 37
    • 77953850955 scopus 로고    scopus 로고
    • On the suitability of Gray bit mappings to outer channel codes in iteratively decoded BICM
    • Pacific Grove, CA, Nov.
    • M. Samuel, M. Barsoum, M.P. Fitz, On the suitability of Gray bit mappings to outer channel codes in iteratively decoded BICM, in: Proc. Asilomar Conf. Signals Syst. Comput., Pacific Grove, CA, Nov. 2009, pp. 982-985.
    • (2009) Proc. Asilomar Conf. Signals Syst. Comput. , pp. 982-985
    • Samuel, M.1    Barsoum, M.2    Fitz, M.P.3
  • 38
    • 79957986756 scopus 로고    scopus 로고
    • Generalized approximate message passing for estimation with random linear mixing
    • arxiv:1010.5141, Oct.
    • S. Rangan, Generalized approximate message passing for estimation with random linear mixing, Oct. 2010. arxiv:1010.5141.
    • (2010)
    • Rangan, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.