• DocumentCode
    395426
  • Title

    Multi-stage MMSE decision feedback equalization for EDGE

  • Author

    Dietl, G. ; Mensing, C. ; Utschick, W. ; Nossek, J.A. ; Zoltowski, M.D.

  • Author_Institution
    Inst. for Circuit Theor. & Signal Process., Munich Univ. of Technol., Germany
  • Volume
    4
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    Compared to wired channels, time dispersive radio channels possess more frequent s in their spectral characteristics. Thus, the performance of linear filters to compensate intersymbol interference degrades dramatically. The well-known nonlinear decision feedback equalizer (DFE) is one approach to improve this behavior. However, in systems with observations of high dimensionality, the optimum DFE structure is computational intensive. In this paper, we apply the method of the multi-stage Wiener filter (MSWF) to a conventional minimum mean square error (MMSE) DFE in order to reduce computational complexity. The application of the new algorithm to an Enhanced Data rates for GSM Evolution (EDGE) system demonstrates the ability to outperform the even more computational intensive linear Wiener filter (WF).
  • Keywords
    Wiener filters; cellular radio; data communication; decision feedback equalisers; dispersive channels; interference suppression; intersymbol interference; least mean squares methods; packet radio networks; EDGE; Enhanced Data rates for GSM Evolution; MMSE; computational complexity; decision feedback equalization; decision feedback equalizer; intersymbol interference; minimum mean square error; multi-stage Wiener filter; performance; time dispersive radio channels; Computational complexity; Covariance matrix; Decision feedback equalizers; Digital TV; Filter bank; GSM; Intersymbol interference; Mean square error methods; Nonlinear filters; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1202691
  • Filename
    1202691