• DocumentCode
    809930
  • Title

    Downlink MMSE Transceiver Optimization for Multiuser MIMO Systems: MMSE Balancing

  • Author

    Shi, Shuying ; Schubert, Martin ; Boche, Holger

  • Author_Institution
    Mobile Commun., Tech. Univ. of Berlin, Berlin
  • Volume
    56
  • Issue
    8
  • fYear
    2008
  • Firstpage
    3702
  • Lastpage
    3712
  • Abstract
    We study the problem of mean square error (MSE) transceiver design for point-to-multipoint transmission in multiuser multiple-input-multiple-output (MIMO) systems. We focus on four optimization problems: minimizing the maximum weighted layer-wise or user-wise MSE under a total power constraint; minimizing the total transmit power subject to a set of layer-wise or user-wise MSE requirements. The non-convexity of these problems makes the derivation of globally optimal algorithms very difficult for transceiver design. New optimal power allocation strategies are derived for the problems considered here. Based on the power allocation, we study how this can be used for iterative transceiver optimization. We propose iterative algorithms and prove the monotonic convergence of the algorithms. The major advantages of the proposed algorithms are their low complexity and fast convergence behavior during the first few iterations. The proposed algorithms are suitable not only for downlink transmission, but also for uplink transmission with a total power constraint.
  • Keywords
    MIMO communication; iterative methods; least mean squares methods; optimisation; transceivers; MMSE Balancing; downlink MMSE transceiver optimization; downlink transmission; iterative algorithms; mean square error; multiuser MIMO systems; multiuser multiple-input-multiple-output systems; optimal power allocation strategies; point-to-multipoint transmission; uplink transmission; Algorithm design and analysis; Constraint optimization; Convergence; Downlink; Iterative algorithms; Laboratories; MIMO; Mean square error methods; Mobile communication; Transceivers; MIMO; MMSE; Max-min fairness; transceiver optimization;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.920487
  • Filename
    4567678