• DocumentCode
    17932
  • Title

    Large System Analysis of Sum Capacity in the Gaussian MIMO Broadcast Channel

  • Author

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

  • Author_Institution
    Fachgebiet Methoden der Signalverarbeitung, Tech. Univ. Munchen, Munich, Germany
  • Volume
    31
  • Issue
    2
  • fYear
    2013
  • fDate
    Feb-13
  • Firstpage
    149
  • Lastpage
    159
  • Abstract
    We analyze the achievable sum rate of the Gaussian MIMO broadcast channel. We first consider Multiple-Input Single-Output (MISO) channels and derive the large system limit of the sum capacity as the number of users and transmit antennas go to infinity with a fixed ratio. We then consider Multiple-Input Multiple-Output (MIMO) broadcast channels and fix the number of users and let the number of transmit and receive antennas tend to infinity with fixed ratio. As in this case an asymptotic expression for sum capacity is hard to obtain, we evaluate the large system sum rate corresponding to successive zero-forcing beamforming with Dirty-Paper Coding. The analysis gives a lower bound on the large system sum capacity, which is numerically observed to be quite close. In addition, large system analysis is applied to estimate the relatively small performance losses with respect to sum capacity of successive zero-forcing beamforming with and without Dirty-Paper Coding in finite MISO systems.
  • Keywords
    Gaussian processes; MIMO communication; broadcast channels; encoding; receiving antennas; transmitting antennas; dirty-paper coding; finite MISO system; gaussian MIMO broadcast channel; large system analysis; multiple-input single-output channel; receiving antennas; successive zero-forcing beamforming; sum capacity; transmitting antennas; Array signal processing; Eigenvalues and eigenfunctions; Encoding; Equations; MIMO; Receiving antennas; Resource management; Broadcast Channels; Large system analysis; Multiple-Input Multiple-Output (MIMO) systems;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/JSAC.2013.130204
  • Filename
    6415387