• DocumentCode
    979962
  • Title

    Adaptive equalization of CPM signals transmitted over fast Rayleigh flat-fading channels

  • Author

    Boudreau, Daniel ; Lodge, John H.

  • Author_Institution
    Communication Res. Centre, Ottawa, Ont., Canada
  • Volume
    44
  • Issue
    3
  • fYear
    1995
  • fDate
    8/1/1995 12:00:00 AM
  • Firstpage
    404
  • Lastpage
    413
  • Abstract
    A new algorithm for adapting the coefficients of an equalizer for continuous phase modulated data signals in a flat-fading environment is presented. The cost function to optimize is based on the maximum likelihood sequence estimation index for such signals and channel conditions. It is shown that this equalizer algorithm, called the maximum likelihood equalizer, involves the iterative computation of one of the eigenvectors of a matrix. An implementation is proposed, which combines iterative estimation procedures for QR decomposition, matrix eigenvalue tracking and channel prediction error. Simulation results are presented that demonstrate the ability of the algorithm to equalize the channel filtering effects in a fast fading environment, without requiring phase coherent carrier recovery
  • Keywords
    Rayleigh channels; adaptive equalisers; continuous phase modulation; eigenvalues and eigenfunctions; estimation theory; fading; iterative methods; land mobile radio; matrix decomposition; maximum likelihood estimation; minimisation; sequences; time-varying channels; tracking; CPM signals; QR decomposition; adaptive equalization; channel filtering effects; channel prediction error; continuous phase modulated data signals; cost function; eigenvectors; estimation procedures; fast Rayleigh flat-fading channels; iterative computation; matrix eigenvalue tracking; maximum likelihood equalizer; maximum likelihood sequence estimation index; Adaptive equalizers; Computational modeling; Cost function; Eigenvalues and eigenfunctions; Fading; Filtering algorithms; Iterative algorithms; Matrix decomposition; Maximum likelihood estimation; Phase modulation;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/25.406606
  • Filename
    406606