• DocumentCode
    1004304
  • Title

    New lattice polynomial perceptron based M-QAM digital communication reception systems

  • Author

    Guangguo Bi

  • Volume
    28
  • Issue
    19
  • fYear
    1992
  • Firstpage
    1839
  • Lastpage
    1841
  • Abstract
    A new lattice polynomial perceptron (LPP) model is proposed which has better numerical properties than those of the direct form polynomial perceptron (PP) and of the multilayer perceptron (MLP). It shows faster and less input signal-dependent convergence behaviour and is very suitable for VLSI implementations. Experimental results are given.
  • Keywords
    amplitude modulation; digital radio systems; neural nets; polynomials; radio reception; signal processing; M-QAM digital communication; VLSI implementations; convergence behaviour; lattice polynomial perceptron; multilevel QAM; reception systems;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19921173
  • Filename
    256131