• DocumentCode
    1742652
  • Title

    Soft decision directed MAP estimate of fast Rayleigh flat fading channels

  • Author

    Ming Yan

  • Author_Institution
    Center for Wireless Commun., California Univ., San Diego, La Jolla, CA
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    368
  • Abstract
    An iterative receiver with soft decision feedback is derived to yield a maximum a posteriori (MAP) estimate of fast Rayleigh flat fading channels. The derivation is based on the expectation-maximization (EM) algorithm. Simulation results indicate that the derived receiver performs better than an iterative receiver with hard decision feedback, for both uncoded data and convolutionally coded data. The combination with turbo codes is also investigated. Three kinds of decision feedback are proposed and compared namely, re-encoder, soft decision feedback and quantizer. It is shown via simulation that soft decision feedback is the best while the quantizer has similar performance. The re-encoder, on the other hand has performance degradation
  • Keywords
    Rayleigh channels; concatenated codes; convolutional codes; feedback; iterative decoding; maximum likelihood estimation; optimisation; quantisation (signal); receivers; turbo codes; EM algorithm; MLE; convolutionally coded data; decision feedback; expectation-maximization algorithm; fast Rayleigh flat fading channels; iterative decoder; iterative receiver; maximum a posteriori estimate; parallel concatenated convolutional codes; quantizer; re-encoder; simulation results; soft decision directed MAP estimate; soft decision feedback; turbo codes; uncoded data; Channel estimation; Convolutional codes; Degradation; Fading; Feedback; Iterative decoding; Maximum likelihood estimation; Rayleigh channels; Wireless communication; Yield estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    MILCOM 2000. 21st Century Military Communications Conference Proceedings
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    0-7803-6521-6
  • Type

    conf

  • DOI
    10.1109/MILCOM.2000.904977
  • Filename
    904977