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Volumn 56, Issue 10 II, 2008, Pages 5283-5286

Nonlinear channel equalization with Gaussian processes for regression

Author keywords

Equalization; Gaussian processes; Kernel adaline; Nonlinear equalization; Regression; Rupport vector machines

Indexed keywords


EID: 54749083115     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.928512     Document Type: Article
Times cited : (30)

References (20)
  • 2
    • 0026204015 scopus 로고
    • The application of nonlinear structures to the reconstruction of binary signals
    • Aug
    • G. J. Gibson, S. Sm, and C. F. N. Cowan, "The application of nonlinear structures to the reconstruction of binary signals," IEEE Trans. Signal Process., vol. 39, pp. 1877-1884, Aug. 1991.
    • (1991) IEEE Trans. Signal Process , vol.39 , pp. 1877-1884
    • Gibson, G.J.1    Sm, S.2    Cowan, C.F.N.3
  • 3
    • 0025894357 scopus 로고
    • Reconstruction of binary signals using an adaptive radial-basis-function equalizer
    • S. Chen, G. J. Gibson, C. F. N. Cowan, and P. M. Grant, "Reconstruction of binary signals using an adaptive radial-basis-function equalizer," Signal Process., vol. 22, pp. 77-83, 1991.
    • (1991) Signal Process , vol.22 , pp. 77-83
    • Chen, S.1    Gibson, G.J.2    Cowan, C.F.N.3    Grant, P.M.4
  • 4
    • 0028528963 scopus 로고
    • Re-current radial basis function networks for optimal symbol-by-symbol equalization
    • J. Cid-Sueiro, A. Artés-Rodríguez, and A. R. Figueiras-Vidal, "Re-current radial basis function networks for optimal symbol-by-symbol equalization," Signal Process., vol. 40, pp. 53-63, 1994.
    • (1994) Signal Process , vol.40 , pp. 53-63
    • Cid-Sueiro, J.1    Artés-Rodríguez, A.2    Figueiras-Vidal, A.R.3
  • 5
    • 0025530493 scopus 로고
    • Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection
    • San Diego, CA, Jun
    • T. Kohonen, K. Raivio, O. Simula, O. Venta, and J. Henriksson, "Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection," in Proc. Int. Joint Conf. Neural Netw., San Diego, CA, Jun. 1990, vol. 1, pp. 223-228.
    • (1990) Proc. Int. Joint Conf. Neural Netw , vol.1 , pp. 223-228
    • Kohonen, T.1    Raivio, K.2    Simula, O.3    Venta, O.4    Henriksson, J.5
  • 6
    • 33746761635 scopus 로고    scopus 로고
    • Adaptive filtering with the self-organizing map: A performance comparison
    • G. A. Barreto and L. G. M. Souza, "Adaptive filtering with the self-organizing map: A performance comparison," Neural Netw., vol. 19, no. 6, pp. 785-798, 2006.
    • (2006) Neural Netw , vol.19 , Issue.6 , pp. 785-798
    • Barreto, G.A.1    Souza, L.G.M.2
  • 7
    • 0029256006 scopus 로고
    • Adaptive decision feedback equalization for digital satellites channels using multilayer neural networks
    • Feb
    • P. R. Chang and B. C. Wang, "Adaptive decision feedback equalization for digital satellites channels using multilayer neural networks," IEEE J. Sel. Areas Commun., vol. 13, no. 2, pp. 316-324, Feb. 1995.
    • (1995) IEEE J. Sel. Areas Commun , vol.13 , Issue.2 , pp. 316-324
    • Chang, P.R.1    Wang, B.C.2
  • 8
    • 0036529599 scopus 로고    scopus 로고
    • Digital communications channel equalization using the kernel adaline
    • B. Mitchinson and R. F. Harrison, "Digital communications channel equalization using the kernel adaline," IEEE Trans. Commun., vol. 50, pp. 571-576, 2002.
    • (2002) IEEE Trans. Commun , vol.50 , pp. 571-576
    • Mitchinson, B.1    Harrison, R.F.2
  • 10
    • 2942553718 scopus 로고    scopus 로고
    • Blind equalization of constant modulus signals using support vector machines
    • I. Santamaría, C. Pantaleón, L. Vielva, and J. Ibañez, "Blind equalization of constant modulus signals using support vector machines," IEEE Trans. Signal Process., vol. 52, pp. 1773-1782, 2004.
    • (2004) IEEE Trans. Signal Process , vol.52 , pp. 1773-1782
    • Santamaría, I.1    Pantaleón, C.2    Vielva, L.3    Ibañez, J.4
  • 11
    • 0034225524 scopus 로고    scopus 로고
    • Applications of neural networks to digital communications - A survey
    • M. Ibnkahla, "Applications of neural networks to digital communications - A survey," Signal Process., vol. 80, no. 7, pp. 1185-1215, 2000.
    • (2000) Signal Process , vol.80 , Issue.7 , pp. 1185-1215
    • Ibnkahla, M.1
  • 12
    • 0003017575 scopus 로고    scopus 로고
    • Prediction with Gaussian process: From linear regression to linear prediction and beyond
    • M. I. Jordan, Ed. Cambridge, MA: MIT Press
    • C. K. I. Williams, "Prediction with Gaussian process: From linear regression to linear prediction and beyond," in Learning in Graphical Models, M. I. Jordan, Ed. Cambridge, MA: MIT Press, 1999, pp. 599-621.
    • (1999) Learning in Graphical Models , pp. 599-621
    • Williams, C.K.I.1
  • 13
    • 36048942543 scopus 로고    scopus 로고
    • Gaussian processes for multiuser detection in CDMA receivers
    • Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press
    • J. J. Murillo-Fuentes, S. Caro, and F. Pérez-Cruz, "Gaussian processes for multiuser detection in CDMA receivers," in Advances in Neural Information Processing Systems, Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press, 2006, vol. 18.
    • (2006) Advances in Neural Information Processing Systems , vol.18
    • Murillo-Fuentes, J.J.1    Caro, S.2    Pérez-Cruz, F.3
  • 14
    • 33947665052 scopus 로고    scopus 로고
    • Gaussian processes for digital communi cations
    • Tolousse, France, May
    • F. Pérez-Cruz and J. Murillo-Fuentes, "Gaussian processes for digital communi cations," in Proc. ICASSP, Tolousse, France, May 2006, vol. V, pp. 781-784.
    • (2006) Proc. ICASSP , vol.5 , pp. 781-784
    • Pérez-Cruz, F.1    Murillo-Fuentes, J.2
  • 15
    • 48049119497 scopus 로고    scopus 로고
    • Gaussian processes for regression in channel equalization
    • Florence, Italy, Sep
    • S. Caro, F. Pérez-Cruz, and J. Murillo-Fuentes, "Gaussian processes for regression in channel equalization," in Proc. EUSIPCO, Florence, Italy, Sep. 2006.
    • (2006) Proc. EUSIPCO
    • Caro, S.1    Pérez-Cruz, F.2    Murillo-Fuentes, J.3
  • 17
    • 17644366813 scopus 로고    scopus 로고
    • Mutual information and minimum mean-square error in gaussian channels
    • Apr
    • D. Guo, S. Shamai, and S. Verdú, "Mutual information and minimum mean-square error in gaussian channels," IEEE Trans. Inf. Theory, vol. 51, pp. 1261-1283, Apr. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , pp. 1261-1283
    • Guo, D.1    Shamai, S.2    Verdú, S.3
  • 19
    • 0019636012 scopus 로고
    • Frequency-independent and frequency-dependent non-linear models of TWT amplifiers
    • Nov
    • A. Saleh, "Frequency-independent and frequency-dependent non-linear models of TWT amplifiers," IEEE Trans. Commun., vol. 29, pp. 1715-1720, Nov. 1981.
    • (1981) IEEE Trans. Commun , vol.29 , pp. 1715-1720
    • Saleh, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.