• DocumentCode
    1407812
  • Title

    Bit-Interleaved Coded Modulation with Mismatched Decoding Metrics

  • Author

    Nguyen, Trung Thanh ; Lampe, Lutz

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
  • Volume
    59
  • Issue
    2
  • fYear
    2011
  • fDate
    2/1/2011 12:00:00 AM
  • Firstpage
    437
  • Lastpage
    447
  • Abstract
    Bit-interleaved coded modulation (BICM) has become the de facto coding standard for communication systems. Recently, BICM has been cast as a mismatched decoding scheme due to the assumption of independent bit metrics. In addition to this inherent mismatch, practical demodulators may produce mismatched decoding metrics because of implementation constraints, such as clipping and metric approximation to reduce computational complexity. In this paper, we investigate BICM with such metrics. In line with recent works on this topic, we adopt the generalized mutual information (GMI) as the pertinent performance measure. First, we show that level-dependent scaling of logarithmic bit metrics can improve the BICM GMI. Second, we propose a uniform metric scaling which can lead to an improved performance of mismatched sum-product symbol-by-symbol decoding, even if the GMI is not changed. Third, we investigate general metric-mismatch correction methods and analyze their effects in terms of the GMI. By means of three application examples, we illustrate that metric-mismatch correction, including metric scaling, can significantly increase BICM rates.
  • Keywords
    computational complexity; decoding; interleaved codes; modulation coding; bit-interleaved coded modulation; communication system; computational complexity; de facto coding standard; generalized mutual information; logarithmic bit metric; metric scaling; metric-mismatch correction method; mismatched decoding metric; mismatched sum-product symbol-by-symbol decoding; pertinent performance measure; Bit-interleaved coded modulation (BICM); generalized mutual information (GMI); metric correction; mismatched decoding; symbol-by-symbol decoding;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2011.121410.100281
  • Filename
    5672372