Title :
Effects of Spatial Correlation on MIMO Adaptive Antenna System With Optimum Combining
Author :
Kwak, J.S. ; Kang, H. ; Li, Yuhua
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX
fDate :
5/1/2007 12:00:00 AM
Abstract :
In this paper, we investigate the effects of the spatial fading correlation on the performance of a multiple-input multiple-output (MIMO) adaptive antenna system with optimum combining (OC) in the presence of multiple cochannel interferers over a correlated Rayleigh fading channel. Based on the Khatri´s distribution functions of quadratic forms in complex Gaussian random matrices, we develop a unified determinant representation of those joint eigenvalue distributions. Taking into account the spatial correlation among the antenna elements at the transmitter or receiver, we derive the closed-form formulas for the probability density function and outage probability of the maximum output signal-to-interference ratio (SIR) in an interference-limited MIMO-OC system. Furthermore, the average output SIR and error probability are also investigated. From numerical examples, we show that a new theoretical approach gives a simple and accurate way to assess the performance of the MIMO-OC system over arbitrarily correlated fading channels
Keywords :
Gaussian distribution; MIMO communication; Rayleigh channels; adaptive antenna arrays; cochannel interference; eigenvalues and eigenfunctions; error statistics; matrix algebra; Gaussian random matrices; MIMO adaptive antenna system; SIR; correlated Rayleigh fading channel; eigenvalue distributions; error probability; maximum output signal-to-interference ratio; multiple cochannel interferers; optimum combining; outage probability; probability density function; receiver; spatial correlation; transmitter; Adaptive arrays; Adaptive systems; Distribution functions; Eigenvalues and eigenfunctions; Fading; MIMO; Rayleigh channels; Receiving antennas; Transmitters; Transmitting antennas;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2007.360374