• DocumentCode
    904377
  • Title

    MIMO decision feedback equalization from an H∞ perspective

  • Author

    Erdogan, Alper Tunga ; Hassibi, Babak ; Kailath, Thomas

  • Author_Institution
    Electr. & Electron. Eng. Dept., Koc Univ., Istanbul, Turkey
  • Volume
    52
  • Issue
    3
  • fYear
    2004
  • fDate
    3/1/2004 12:00:00 AM
  • Firstpage
    734
  • Lastpage
    745
  • Abstract
    We approach the multiple input multiple output (MIMO) decision feedback equalization (DFE) problem in digital communications from an H∞ estimation point of view. Using the standard (and simplifying) assumption that all previous decisions are correct, we obtain an explicit parameterization of all H∞ optimal DFEs. In particular, we show that, under the above assumption, minimum mean square error (MMSE) DFEs are H∞ optimal. The H∞ approach also suggests a method for dealing with errors in previous decisions.
  • Keywords
    MIMO systems; decision feedback equalisers; digital communication; estimation theory; least mean squares methods; H∞ estimation; MIMO decision feedback equalization; MMSE; digital communication; explicit parameterization; minimum mean square error; multiple-input multiple-output; risk-sensitive estimation; Communication channels; Decision feedback equalizers; Digital communication; Finite impulse response filter; Helium; Intersymbol interference; Life estimation; MIMO; Mean square error methods; Robustness;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2003.822289
  • Filename
    1268366