• DocumentCode
    3014276
  • Title

    Decision feedback equalization with sparsity driven thresholding

  • Author

    Ilic, Jovana ; Strohmer, Thomas ; Guan, Raymond

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California Davis, Davis, CA, USA
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    731
  • Lastpage
    735
  • Abstract
    For single-carrier systems with frequency domain equalization, decision feedback equalization (DFE) performs better than linear equalization, and has a lower complexity and computational costs than optimum equalizers. The main challenge in DFE is the feedback symbol selection rule. In this paper, we give a theoretical framework for a simple, sparsity based thresholding algorithm. We feedback multiple symbols in each iteration, so the algorithm converges fast and has a low computational cost. The algorithm is applicable in several existing wireless communication systems (SC-FDMA, MC-CDMA, MIMO-OFDM). Numerical results illustrate significant performance improvement in terms of bit error rate compared to the MMSE solution.
  • Keywords
    MIMO communication; OFDM modulation; code division multiple access; computational complexity; decision feedback equalisers; error statistics; frequency division multiple access; frequency-domain analysis; iterative methods; least mean squares methods; radio networks; MC-CDMA; MIMO-OFDM; MMSE solution; SC-FDMA; bit error rate; computational complexity; decision feedback equalization; feedback multiple symbols; feedback symbol selection rule; frequency domain equalization; iteration; single-carrier systems; sparsity driven thresholding; wireless communication systems; Bit error rate; Decision feedback equalizers; Interference; OFDM; Receivers; Signal processing algorithms; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-9722-5
  • Type

    conf

  • DOI
    10.1109/ACSSC.2010.5757660
  • Filename
    5757660