DocumentCode
1253019
Title
Outage Probability and Outage-Based Robust Beamforming for MIMO Interference Channels with Imperfect Channel State Information
Author
Park, Juho ; Sung, Youngchul ; Kim, Donggun ; Poor, H. Vincent
Author_Institution
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
Volume
11
Issue
10
fYear
2012
fDate
10/1/2012 12:00:00 AM
Firstpage
3561
Lastpage
3573
Abstract
In this paper, the outage probability and outage-based beam design for multiple-input multiple-output (MIMO) interference channels are considered. First, closed-form expressions for the outage probability in MIMO interference channels are derived under the assumption of Gaussian-distributed channel state information (CSI) error, and the asymptotic behavior of the outage probability as a function of several system parameters is examined by using the Chernoff bound. It is shown that the outage probability decreases exponentially with respect to the quality of CSI measured by the inverse of the mean square error of CSI. Second, based on the derived outage probability expressions, an iterative beam design algorithm for maximizing the sum outage rate is proposed. Numerical results show that the proposed beam design algorithm yields significantly better sum outage rate performance than conventional algorithms such as interference alignment developed under the assumption of perfect CSI.
Keywords
Gaussian distribution; MIMO communication; probability; wireless channels; Gaussian-distributed channel state information error; MIMO interference channels; asymptotic behavior; closed-form expressions; imperfect channel state information; iterative beam design algorithm; multiple-input multiple-output interference channels; outage based robust beamforming; outage probability; outage-based beam design; Algorithm design and analysis; Covariance matrix; Interference channels; MIMO; Receivers; Vectors; Chernoff bound; Multiuser MIMO; channel uncertainty; interference alignment; interference channels; outage probability;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2012.072512.111899
Filename
6251828
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