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
fDate :
10/1/2012 12:00:00 AM
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;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.072512.111899