DocumentCode
1929663
Title
Mutual information distribution of interference-limited MIMO: A joint Coulomb fluid and Painlevé based approach
Author
Li, Shang ; Chen, Yang ; McKay, Matthew R.
Author_Institution
Dept. of Elec. & Comp. Eng., Hong Kong Univ. of Sci. & Tech., Hong Kong, China
fYear
2011
fDate
6-9 Nov. 2011
Firstpage
774
Lastpage
778
Abstract
This paper investigates the mutual information distribution of interference-limited multiple-input multiple-output channels. We further develop our recent work, where an exact expression was derived for the moment generating function in terms of a Painlevé VI differential equation, along with a Gaussian approximation based on the Coulomb fluid method. In this paper, we adopt a framework based on appropriately combining these results to obtain insight into the distributional behavior. First, we demonstrate that the Coulomb fluid approximation is in fact exact to leading order in the number of antennas, thereby yielding the correct asymptotic mean and variance. We then compute closed-form expressions for the first-order correction terms to the mean and variance, as well as expressions for the third cumulant. These results provide valuable insight into the “Gaussianity” of the mutual information distribution, indicating how the deviations from Gaussian are affected by parameters such as the signal-to-interference-ratio and the number of interferers.
Keywords
Gaussian processes; MIMO communication; antenna arrays; approximation theory; differential equations; higher order statistics; radiofrequency interference; Gaussian approximation; Painlevé VI differential equation; Painlevé based approach; antennas; asymptotic mean; closed-form expressions; first-order correction terms; interference-limited MIMO channel; joint Coulomb fluid approximation method; moment generating function; multiple-input multiple-output channels; mutual information distribution; signal-to-interference-ratio; third cumulant; Antennas; Approximation methods; Closed-form solutions; Differential equations; Gaussian approximation; MIMO; Mutual information;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4673-0321-7
Type
conf
DOI
10.1109/ACSSC.2011.6190111
Filename
6190111
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