• DocumentCode
    2296464
  • Title

    Sparse precoding in multicell MIMO systems

  • Author

    De Kerret, Paul ; Gesbert, David

  • Author_Institution
    Mobile Commun. Dept., Eurecom, Sophia Antipolis, France
  • fYear
    2012
  • fDate
    1-4 April 2012
  • Firstpage
    958
  • Lastpage
    962
  • Abstract
    In this work, we consider the joint precoding across K distant transmitters (TXs) towards K single-antenna receivers (RXs) and we let the TXs have access to perfect Channel State Information (CSI). Instead of considering the conventional method of clustering to allocate the user´s data symbols, we focus on determining the most efficient symbol sharing patterns. Consequently, we optimize directly the user´s data symbol allocation subject to a constraint on the total number of user´s data bits transmitted through the core network. We develop a novel approach whereby sparse precoders approximating the true precoders are computed. These precoders require only a fraction of the overall symbol sharing overhead while introducing only limited losses. Thereby, allocating the symbols only to their nonzero coefficients leads to very efficient symbol sharing (or routing) algorithms. Furthermore, these algorithms have a much lower complexity that conventional approaches. By simulations, we show that our approach outperforms clustering-based multicell MIMO methods from the literature and that the routing obtained is mainly dependent on the pathloss structure and can be applied using only long term CSI with reduced losses.
  • Keywords
    MIMO communication; antennas; precoding; receivers; telecommunication network routing; CSI; K distant transmitters; K single-antenna receivers; channel state information; clustering-based multicell MIMO methods; data symbol allocation; joint precoding; multicell MIMO systems; routing algorithms; sparse precoding; symbol sharing patterns; Fading; Interference; MIMO; Optimization; Resource management; Routing; Sparse matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Networking Conference (WCNC), 2012 IEEE
  • Conference_Location
    Shanghai
  • ISSN
    1525-3511
  • Print_ISBN
    978-1-4673-0436-8
  • Type

    conf

  • DOI
    10.1109/WCNC.2012.6214513
  • Filename
    6214513