• DocumentCode
    456808
  • Title

    Neural Legendre Orthogonal Polynomial Adaptive Equalizer

  • Author

    Zhao, Haiquan ; Zhang, Jiashu ; Xie, Mingyuan ; Zeng, Xiangping

  • Author_Institution
    Dept. of Electron. Eng., Chengdu Univ. of Inf. Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 1 2006
  • Firstpage
    710
  • Lastpage
    713
  • Abstract
    A novel structure of neural network Legendre orthogonal equalizers is proposed when dealing with severe linear and nonlinear distortion. The equalizer is presented based on characteristic of single layer neural network and structure of Legendre orthogonal polynomial after the analysis of few parameter nonlinear filter, and adaptive algorithm is deduced with NLMS. To support the analysis, simulation results for nonlinear channel are provided
  • Keywords
    Legendre polynomials; adaptive equalisers; distortion; neural nets; nonlinear filters; telecommunication computing; adaptive algorithm; linear distortion; neural network Legendre orthogonal polynomial adaptive equalizer; nonlinear distortion; parameter nonlinear filter; Adaptive algorithm; Adaptive equalizers; Convergence; Decision feedback equalizers; Information technology; Neural networks; Nonlinear distortion; Nonlinear filters; Polynomials; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7695-2616-0
  • Type

    conf

  • DOI
    10.1109/ICICIC.2006.318
  • Filename
    1692085
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=456808