• DocumentCode
    1365522
  • Title

    Achievable Sum Rate of MIMO MMSE Receivers: A General Analytic Framework

  • Author

    McKay, Matthew R. ; Collings, Iain B. ; Tulino, Antonia M.

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
  • Volume
    56
  • Issue
    1
  • fYear
    2010
  • Firstpage
    396
  • Lastpage
    410
  • Abstract
    This paper investigates the achievable sum rate of multiple-input multiple-output (MIMO) wireless systems employing linear minimum mean-squared error (MMSE) receivers. We present a new analytic framework which exploits an interesting connection between the achievable sum rate with MMSE receivers and the ergodic mutual information achieved with optimal receivers. This simple but powerful result enables the vast prior literature on ergodic MIMO mutual information to be directly applied to the analysis of MMSE receivers. The framework is particularized to various Rayleigh and Rician channel scenarios to yield new exact closed-form expressions for the achievable sum rate, as well as simplified expressions in the asymptotic regimes of high and low signal-to-noise ratios (SNRs). These expressions lead to the discovery of key insights into the performance of MIMO MMSE receivers under practical channel conditions.
  • Keywords
    MIMO communication; Rayleigh channels; Rician channels; least mean squares methods; radio receivers; MIMO MMSE receiver; Rayleigh channel; Rician channel; minimum mean-squared error; multiple-input multiple-output wireless system; signal-to-noise ratio; Bandwidth; Channel capacity; Closed-form solution; Information analysis; MIMO; Multiaccess communication; Mutual information; Receiving antennas; Rician channels; Signal to noise ratio; Fading channels; linear minimum mean-squared error (MMSE) receivers; multiple-input multiple-output (MIMO) systems; sum rate;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2009.2034893
  • Filename
    5361478