• DocumentCode
    797789
  • Title

    Log-likelihood adaptive algorithm in single-layer perceptron based channel equalisation

  • Author

    Shang, C. ; Holt, M.J.J. ; Cowan, C.F.N.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Loughborough Univ. of Technol., UK
  • Volume
    31
  • Issue
    22
  • fYear
    1995
  • fDate
    10/26/1995 12:00:00 AM
  • Firstpage
    1900
  • Lastpage
    1902
  • Abstract
    A novel approach to adapting the weights of single-layer perceptron based channel equalisers is proposed, using the log-likelihood cost function and the resulting algorithm. Developing equalisers with this approach allows simpler computation, faster convergence and lower estimation error in comparison with the traditional back-propagation algorithm
  • Keywords
    adaptive equalisers; perceptrons; telecommunication channels; adaptive algorithm; channel equalisation; computation; convergence; estimation error; log-likelihood cost function; single-layer perceptron;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19951323
  • Filename
    490646
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=797789