• DocumentCode
    933382
  • Title

    The soft-feedback equalizer for turbo equalization of highly dispersive channels

  • Author

    Lopes, Renato R. ; Barry, John R.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., USA
  • Volume
    54
  • Issue
    5
  • fYear
    2006
  • fDate
    5/1/2006 12:00:00 AM
  • Firstpage
    783
  • Lastpage
    788
  • Abstract
    The complexity of a turbo equalizer based on the Bahl-Cocke-Jelinek-Raviv (BCJR) algorithm is manageable only for mildly dispersive channels having a small amount of memory. To enable turbo equalization of highly dispersive channels, we propose the soft-feedback equalizer(SFE). The SFE combines linear equalization and soft intersymbol-interference cancellation. Its coefficients are chosen to minimize the mean-squared error(MSE) between the equalizer output and the transmitted sequence, under a Gaussian approximation to the a priori information and the SFE output. The resulting complexity grows only linearly with the number of coefficients, as opposed to the quadratic complexity of previously reported minimum-MSE structures. We will see that an SFE-based turbo equalizer consistently outperforms another structure of similar complexity, and can outperform a BCJR-based scheme when complexity is taken into account.
  • Keywords
    dispersive channels; equalisers; interference suppression; intersymbol interference; mean square error methods; Bahl-Cocke-Jelinek-Raviv algorithm; Gaussian approximation; MSE; dispersive channels; linear equalization; mean-squared error; soft intersymbol-interference cancellation; soft-feedback equalizer; turbo equalization; Computational complexity; Decision feedback equalizers; Dispersion; Gaussian approximation; Interference cancellation; Intersymbol interference; Magnetic recording; Memory management; Microwave communication; Nonlinear filters; Decision-feedback equalization; interference cancellation; minimum mean-squared error (MMSE) equalization;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2006.874009
  • Filename
    1632089