DocumentCode
401203
Title
A model to calculate the capacity distribution of correlated MIMO channels and interferers
Author
Moustakas, Aris L. ; Simon, Steven H. ; Sengupta, Anirvan M.
Author_Institution
Lucent Technol. Bell Labs., Whippany, NJ, USA
Volume
4
fYear
2003
fDate
1-5 Dec. 2003
Firstpage
1791
Abstract
The use of multi-antenna arrays has been predicted to provide substantial throughput gains for wireless communication systems. However, these predictions have to be assessed in realistic situations, such as correlated channels and in the presence of interference. We present a model which provides expressions for the average and the variance of the distribution of the mutual information of multi-antenna systems with arbitrary correlations and interferers. This model, even though it is based on analytic calculations in the limit of large antenna numbers, produces extremely accurate results, even for small arrays. We use this model to optimize over the input signal covariance with channel covariance feedback and thus to calculate closed-loop capacities We analyze in detail two specific examples and also compare simulations to establish its validity. This method provides a simple tool to analyze the statistics of throughput for arrays of any size.
Keywords
MIMO systems; antenna arrays; channel capacity; optimisation; radio links; radiofrequency interference; statistical distributions; capacity distribution; channel covariance feedback; closed-loop capacity; correlated MIMO channels; correlated channels; interference; multi-antenna arrays; signal covariance; throughput; wireless communication systems; Analytical models; Antenna arrays; Feedback; Interference; MIMO; Mutual information; Signal analysis; Statistical analysis; Throughput; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN
0-7803-7974-8
Type
conf
DOI
10.1109/GLOCOM.2003.1258547
Filename
1258547
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