• DocumentCode
    3063786
  • Title

    Large system analysis of projection based algorithms for the MIMO broadcast channel

  • Author

    Guthy, Christian ; Utschick, Wolfgang ; Honig, Michael L.

  • Author_Institution
    Associate Inst. for Signal Process., Tech. Univ. Munchen, Munich, Germany
  • fYear
    2010
  • fDate
    13-18 June 2010
  • Firstpage
    2128
  • Lastpage
    2132
  • Abstract
    Analytical results for the average sum rate achievable in the Multiple-Input Multiple-Output (MIMO) broadcast channel with algorithms relying on full channel state information at the transmitter are hard to obtain in practice. In the large system limit, when the number of transmit and receive antennas goes to infinity at a finite fixed ratio, however, the eigenvalues of many random matrices become deterministic and analytical expressions for the sum rate can be derived in some cases. In this paper we will present large system expressions for the sum rate for three sub-optimum algorithms, namely the Successive Encoding Successive Allocation Method (SESAM), Block Diagonalization and Block Diagonalization with Dirty Paper Coding. In case the large system limit of the sum rate does not exist, we derive lower bounds. By simulation results it is shown that the asymptotic results serve as a good approximation of the system performance with finite system parameters of reasonable size.
  • Keywords
    MIMO communication; broadcast channels; encoding; matrix algebra; MIMO broadcast channel; block diagonalization; channel state information; dirty paper coding; large system analysis; random matrix; receiver antenna; suboptimum algorithms; successive encoding successive allocation method; transmitter antenna; Algorithm design and analysis; Broadcasting; Channel state information; Eigenvalues and eigenfunctions; H infinity control; Information analysis; MIMO; Receiving antennas; System performance; Transmitters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
  • Conference_Location
    Austin, TX
  • Print_ISBN
    978-1-4244-7890-3
  • Electronic_ISBN
    978-1-4244-7891-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2010.5513449
  • Filename
    5513449