• DocumentCode
    745821
  • Title

    Regularized Channel Diagonalization for Multiuser MIMO Downlink Using a Modified MMSE Criterion

  • Author

    Joung, Jingon ; Lee, Yong H.

  • Author_Institution
    Sch. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Daejeon
  • Volume
    55
  • Issue
    4
  • fYear
    2007
  • fDate
    4/1/2007 12:00:00 AM
  • Firstpage
    1573
  • Lastpage
    1579
  • Abstract
    We propose a regularized channel diagonalization method for a joint transmit-receive linear optimization in the downlink of a multiuser multiple-input multiple-output (MIMO) communication system. This method is based on the use of a modified minimum mean-square error (MMSE) criterion, which employs a weighted information symbol vector for the target and signal scaling. The weights for the target are the equivalent channel gain resulting from a zero-forcing (ZF)-based MIMO channel diagonalization. A joint iterative algorithm for minimizing the mean-square error (MSE) under a total transmit power constraint is derived, and its convergence is proved. The signal-to-interference-plus-noise ratio (SINR) is analyzed and the sum rates evaluated in a computer simulation. The results demonstrate that the proposed method outperforms the existing ZF- and MMSE-based methods
  • Keywords
    MIMO communication; iterative methods; least mean squares methods; multiuser channels; radio links; iterative algorithm; minimum mean-square error criterion; modified MMSE criterion; multiuser MIMO downlink; multiuser multiple-input multiple-output communication; regularized channel diagonalization; signal scaling; signal-to-interference-plus-noise ratio; transmit-receive linear optimization; zero-forcing-based MIMO; Computer simulation; Downlink; Iterative algorithms; MIMO; Optimization methods; Radiofrequency interference; Receiving antennas; Signal to noise ratio; Transmitting antennas; Vectors; Downlink; minimum mean-square error (MMSE); multiuser multiple-input multiple-output (MIMO); spatial multiplexing; zero-forcing (ZF);
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2006.890825
  • Filename
    4133037