메뉴 건너뛰기




Volumn 89, Issue 11, 2009, Pages 2251-2262

Nonlinear channel equalization for wireless communication systems using Legendre neural networks

Author keywords

Functional link neural network; Legendre neural network; Nonlinear channel equalization

Indexed keywords

BIT ERROR RATE PERFORMANCE; COMMUNICATION CHANNEL; COMPUTATIONAL ADVANTAGES; COMPUTATIONALLY EFFICIENT; CONVERGENCE RATES; FUNCTIONAL LINK NEURAL NETWORK; FUNCTIONAL LINKS; HIGHLY NONLINEAR; LEGENDRE; LEGENDRE FUNCTION; LEGENDRE NEURAL NETWORK; MULTI LAYER PERCEPTRON; NONLINEAR CHANNEL; NONLINEAR CHANNEL EQUALIZATION; PERFORMANCE CRITERION; POLYNOMIAL EXPANSION; QAM SIGNALS; TRIGONOMETRIC FUNCTIONS; WIRELESS COMMUNICATION SYSTEM;

EID: 67349222081     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2009.05.004     Document Type: Article
Times cited : (98)

References (24)
  • 3
    • 0025503587 scopus 로고
    • Adaptive channel equalization using polynomial perceptron structure
    • October
    • S. Chen, G.J. Gibson, C.F.N. Cowan, Adaptive channel equalization using polynomial perceptron structure, Proc. IEE Part I 137 (October 1990) 257-264.
    • (1990) Proc. IEE , vol.137 , Issue.PART I , pp. 257-264
    • Chen, S.1    Gibson, G.J.2    Cowan, C.F.N.3
  • 4
    • 0026204015 scopus 로고
    • The application of nonlinear structures to the reconstruction of binary signals
    • Gibson G.J., Siu S., and Cowan C.F.N. The application of nonlinear structures to the reconstruction of binary signals. IEEE Trans. Signal Process. 39 (August 1991) 877-1884
    • (1991) IEEE Trans. Signal Process. , vol.39 , pp. 877-1884
    • Gibson, G.J.1    Siu, S.2    Cowan, C.F.N.3
  • 5
    • 0027841749 scopus 로고
    • Multilayer perceptron based decision feedback equalizers for channels with intersymbol interference
    • Meyer M., and Pfeiffer G. Multilayer perceptron based decision feedback equalizers for channels with intersymbol interference. Proc. IEE Part I 140 (December 1993) 420-424
    • (1993) Proc. IEE Part I , vol.140 , pp. 420-424
    • Meyer, M.1    Pfeiffer, G.2
  • 7
    • 0026868102 scopus 로고
    • Functional-link net computing: theory, system architecture, and functionalities
    • Pao Y.-H., and Takefuji Y. Functional-link net computing: theory, system architecture, and functionalities. Computer 25 5 (May 1992) 76-79
    • (1992) Computer , vol.25 , Issue.5 , pp. 76-79
    • Pao, Y.-H.1    Takefuji, Y.2
  • 8
    • 0028420218 scopus 로고
    • Learning and generalization characteristics of random vector functional-link net
    • Pao Y.-H., Park G.H., and Sobajic D.J. Learning and generalization characteristics of random vector functional-link net. Neurocomputing 6 2 (1994) 163-180
    • (1994) Neurocomputing , vol.6 , Issue.2 , pp. 163-180
    • Pao, Y.-H.1    Park, G.H.2    Sobajic, D.J.3
  • 9
    • 0029483994 scopus 로고
    • Functional link neural network-based adaptive equalization of nonlinear channels with QAM signal
    • Vancouver, BC, Canada, October
    • J.C. Patra, R.N. Pal, Functional link neural network-based adaptive equalization of nonlinear channels with QAM signal, in: Proceedings of IEEE International Conference on Systems, Man, Cybernetics (SMC1995), Vancouver, BC, Canada, October 1995, pp. 2081-2086.
    • (1995) Proceedings of IEEE International Conference on Systems, Man, Cybernetics (SMC1995) , pp. 2081-2086
    • Patra, J.C.1    Pal, R.N.2
  • 10
    • 0012594131 scopus 로고
    • A functional link artificial neural network for adaptive channel equalization
    • Patra J.C., and Pal R.N. A functional link artificial neural network for adaptive channel equalization. Signal Process. 43 2 (May 1995) 181-195
    • (1995) Signal Process. , vol.43 , Issue.2 , pp. 181-195
    • Patra, J.C.1    Pal, R.N.2
  • 11
    • 0033115775 scopus 로고    scopus 로고
    • Nonlinear channel equalization for QAM signal constellation using artificial neural networks
    • Patra J.C., Pal R.N., Baliarsingh R., and Panda G. Nonlinear channel equalization for QAM signal constellation using artificial neural networks. IEEE Trans. Systems Man Cybern. Part B Cybern. 29 2 (April 1999) 262-271
    • (1999) IEEE Trans. Systems Man Cybern. Part B Cybern. , vol.29 , Issue.2 , pp. 262-271
    • Patra, J.C.1    Pal, R.N.2    Baliarsingh, R.3    Panda, G.4
  • 12
    • 4644303600 scopus 로고    scopus 로고
    • Reduced-decision feedback flann nonlinear channel equaliser for digital communication systems
    • Weng W.D., and Yen C.T. Reduced-decision feedback flann nonlinear channel equaliser for digital communication systems. Proc. IEE Commun. 151 4 (2004) 305-311
    • (2004) Proc. IEE Commun. , vol.151 , Issue.4 , pp. 305-311
    • Weng, W.D.1    Yen, C.T.2
  • 13
    • 54349083121 scopus 로고    scopus 로고
    • A functional-link-based neurofuzzy network for nonlinear system control
    • Chen C.-H., Lin C.-J., and Lin C.-T. A functional-link-based neurofuzzy network for nonlinear system control. IEEE Trans. Fuzzy Syst. 16 5 (October 2008) 1362-1378
    • (2008) IEEE Trans. Fuzzy Syst. , vol.16 , Issue.5 , pp. 1362-1378
    • Chen, C.-H.1    Lin, C.-J.2    Lin, C.-T.3
  • 14
    • 1942519731 scopus 로고    scopus 로고
    • FPGA realization of a neural-network-based nonlinear channel equalizer
    • Yen C.T., and Weng W.D. FPGA realization of a neural-network-based nonlinear channel equalizer. IEEE Trans. Ind. Electron. 51 2 (April 2004) 472-479
    • (2004) IEEE Trans. Ind. Electron. , vol.51 , Issue.2 , pp. 472-479
    • Yen, C.T.1    Weng, W.D.2
  • 15
    • 43049114898 scopus 로고    scopus 로고
    • Functional link neural network cascaded with Chebyshev orthogonal polynomial for nonlinear channel equalization
    • Zhao H., and Zhang J. Functional link neural network cascaded with Chebyshev orthogonal polynomial for nonlinear channel equalization. Signal Process. 88 (2008) 1946-1957
    • (2008) Signal Process. , vol.88 , pp. 1946-1957
    • Zhao, H.1    Zhang, J.2
  • 16
    • 0027632249 scopus 로고
    • A clustering technique for digital communication channel equalization using radial basis function networks
    • Chen S., Mulgrew B., and Grant P.M. A clustering technique for digital communication channel equalization using radial basis function networks. IEEE Trans. Neural Networks 4 (July 1993) 570-579
    • (1993) IEEE Trans. Neural Networks , vol.4 , pp. 570-579
    • Chen, S.1    Mulgrew, B.2    Grant, P.M.3
  • 17
    • 0036565527 scopus 로고    scopus 로고
    • Communication channel equalization using complex-valued minimal radial basis function neural networks
    • Jianping D., Sundararajan N., and Saratchandran P. Communication channel equalization using complex-valued minimal radial basis function neural networks. IEEE Trans. Neural Networks 13 3 (May 2002) 687-696
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.3 , pp. 687-696
    • Jianping, D.1    Sundararajan, N.2    Saratchandran, P.3
  • 18
    • 0028397218 scopus 로고
    • Using recurrent neural networks for adaptive communication channel equalization
    • Kechriotis G., Zervas E., and Manolakos E.S. Using recurrent neural networks for adaptive communication channel equalization. IEEE Trans. Neural Networks 5 2 (March 1994) 267-278
    • (1994) IEEE Trans. Neural Networks , vol.5 , Issue.2 , pp. 267-278
    • Kechriotis, G.1    Zervas, E.2    Manolakos, E.S.3
  • 19
    • 19344364721 scopus 로고    scopus 로고
    • Decision feedback recurrent neural equalization with fast convergence rate
    • Choi J., Bouchard M., and Yeap T.H. Decision feedback recurrent neural equalization with fast convergence rate. IEEE Trans. Neural Networks 16 3 (May 2005) 699-708
    • (2005) IEEE Trans. Neural Networks , vol.16 , Issue.3 , pp. 699-708
    • Choi, J.1    Bouchard, M.2    Yeap, T.H.3
  • 22
    • 34147155203 scopus 로고    scopus 로고
    • A channel equalizer using reduced decision feedback Chebyshev functional link artificial neural networks
    • Weng W.D., Yang C.S., and Lin R.C. A channel equalizer using reduced decision feedback Chebyshev functional link artificial neural networks. Inf. Sci. 177 (2007) 2642-2654
    • (2007) Inf. Sci. , vol.177 , pp. 2642-2654
    • Weng, W.D.1    Yang, C.S.2    Lin, R.C.3
  • 23
    • 0027698750 scopus 로고
    • A perceptron network for functional identification and control of nonlinear systems
    • Sadegh N. A perceptron network for functional identification and control of nonlinear systems. IEEE Trans. Neural Networks 4 6 (November 1993) 982-988
    • (1993) IEEE Trans. Neural Networks , vol.4 , Issue.6 , pp. 982-988
    • Sadegh, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.