• DocumentCode
    875124
  • Title

    Performance analysis of the Ip norm back propagation algorithm for adaptive equalisation

  • Author

    Siu, S. ; Cowan, C.F.N.

  • Author_Institution
    Telecommun. Lab., Minist. of Commun., Chung-Li, Taiwan
  • Volume
    140
  • Issue
    1
  • fYear
    1993
  • fDate
    2/1/1993 12:00:00 AM
  • Firstpage
    43
  • Lastpage
    47
  • Abstract
    A performance analysis of the lp norm back propagation algorithm for adaptive equalisation with 1⩽p⩽2 is presented. Expected learning gains in both training mode and decision directed mode are analysed taking into account the effect of p. Simulation results for convergence properties and bit error rate (BER) performance are consistent with the analysis
  • Keywords
    adaptive systems; equalisers; feedforward neural nets; BER performance; MLP; adaptive equalisation; bit error rate; convergence properties; decision directed mode; lp norm back propagation algorithm; learning gains; multilayer perception; performance analysis; training mode;
  • fLanguage
    English
  • Journal_Title
    Radar and Signal Processing, IEE Proceedings F
  • Publisher
    iet
  • ISSN
    0956-375X
  • Type

    jour

  • Filename
    205045
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=875124