• DocumentCode
    3004034
  • Title

    A low complexity algorithm for linear precoder design with finite alphabet inputs

  • Author

    Mingxi Wang ; Zheng, Y.R. ; Chengshan Xiao ; Weiliang Zeng

  • Author_Institution
    Missouri Univ. of Sci. & Technol., Rolla, MO, USA
  • fYear
    2012
  • fDate
    Oct. 29 2012-Nov. 1 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    A low complexity precoding method is proposed for practical multiple-input multiple-output (MIMO) systems. Based on the two-step optimal precoder design algorithm that maximizes the lower bound of the mutual information with finite-alphabet inputs, the proposed method simplifies the precoder design by fixing the right singular vectors of the precoder matrix to be the modulation diversity matrix, eliminating the iterative optimization between the two steps, and discretizing the search space of the power allocation vector. The modulation diversity matrices are designed for different modulations, which outperform the existing maximum diversity for BPSK and 8PSK inputs. For a 4×4 channel, the computational complexity of the proposed precoder design is reduced to 3% and 6% of that required by the original two-step algorithm with Quadrature Phase Shift Keying (QPSK) and 8PSK, respectively. The proposed method achieves nearly the same mutual information as the two-step iterative algorithm for a large range of SNR region.
  • Keywords
    MIMO communication; iterative methods; matrix algebra; optimisation; precoding; quadrature phase shift keying; 8PSK inputs; BPSK inputs; MIMO system; computational complexity; finite alphabet inputs; iterative algorithm; iterative optimization; linear precoder design; low complexity algorithm; low complexity precoding method; maximum diversity; modulation diversity matrices; modulation diversity matrix; multiple input multiple output system; optimal precoder design algorithm; power allocation vector; precoder matrix; quadrature phase shift keying; search space; Diversity methods; Iterative methods; MIMO; Modulation; Mutual information; Signal to noise ratio; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    MILITARY COMMUNICATIONS CONFERENCE, 2012 - MILCOM 2012
  • Conference_Location
    Orlando, FL
  • ISSN
    2155-7578
  • Print_ISBN
    978-1-4673-1729-0
  • Type

    conf

  • DOI
    10.1109/MILCOM.2012.6415680
  • Filename
    6415680