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
Link To Document :
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