• DocumentCode
    1282219
  • Title

    Neural network-based decision feedback equaliser with lattice structure

  • Author

    Shafi, A. ; Zerguine, A. ; Bettayeb, M.

  • Author_Institution
    Dept. of Electr. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
  • Volume
    35
  • Issue
    20
  • fYear
    1999
  • fDate
    9/30/1999 12:00:00 AM
  • Firstpage
    1705
  • Lastpage
    1707
  • Abstract
    The effect of whitening the input data in a multilayer perceptron-based decision feedback equaliser (DFE) is evaluated. It is shown from computer simulations that whitening of the received data employing adaptive lattice channel equalisation algorithms improves the convergence rate and bit error rate performances of multilayer perceptron-based DFEs
  • Keywords
    adaptive equalisers; convergence; decision feedback equalisers; lattice filters; multilayer perceptrons; adaptive lattice channel equalisation algorithm; bit error rate; computer simulation; convergence rate; data whitening; decision feedback equaliser; lattice structure; multilayer perceptron; neural network;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19991120
  • Filename
    811131
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1282219