• DocumentCode
    977605
  • Title

    Lp norm back propagation algorithm for adaptive equalization

  • Author

    Siu, Sammy ; Chang, Ching-Haur ; Wei, Che-Ho

  • Author_Institution
    Telecommun. Labs., MOTC, Chung-Li, Taiwan
  • Volume
    42
  • Issue
    9
  • fYear
    1995
  • fDate
    9/1/1995 12:00:00 AM
  • Firstpage
    604
  • Lastpage
    607
  • Abstract
    The lp norm back propagation algorithm for perceptron based adaptive equalization is analyzed taking account of possible numerical problem encountered when p<1. Two methods are proposed to overcome the numerical problem. Computer simulations indicate that simultaneous improvement in convergence rate and bit-error-rate (BER) performance can be achieved by using p<2
  • Keywords
    adaptive equalisers; backpropagation; convergence of numerical methods; error statistics; perceptrons; BER performance; Lp norm back propagation algorithm; adaptive equalization; bit-error-rate; convergence rate; perceptron based equalization; Adaptive equalizers; Adaptive filters; Algorithm design and analysis; Computer errors; Computer simulation; Convergence; Laboratories; Neural networks; Noise reduction; Stochastic processes;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7130
  • Type

    jour

  • DOI
    10.1109/82.466644
  • Filename
    466644
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=977605