Title :
Performance Analysis of MIMO-MRC in Double-Correlated Rayleigh Environments
Author :
McKay, Matthew R. ; Grant, Alex J. ; Collings, Iain B.
Author_Institution :
Telecommun. Lab., Sydney Univ., NSW
fDate :
3/1/2007 12:00:00 AM
Abstract :
We consider multiple-input multiple-output (MIMO) transmit beamforming systems with maximum ratio combining (MRC) receivers. The operating environment is Rayleigh fading with both transmit and receive spatial correlation. We present exact expressions for the probability density function (pdf) of the output signal-to-noise ratio, as well as the system outage probability. The results are based on explicit closed-form expressions which we derive for the pdf and cumulative distribution function of the maximum eigenvalue of double-correlated complex Wishart matrices. For systems with two antennas at either the transmitter or the receiver, we also derive exact closed-form expressions for the symbol-error rate. The new expressions are used to prove that MIMO-MRC achieves the maximum available spatial diversity order, and to demonstrate the effect of spatial correlation. The analysis is validated through comparison with Monte Carlo simulations
Keywords :
MIMO communication; Monte Carlo methods; Rayleigh channels; array signal processing; correlation methods; diversity reception; eigenvalues and eigenfunctions; matrix algebra; MIMO-MRC; Monte Carlo simulations; cumulative distribution function; double-correlated Rayleigh environments; double-correlation complex Wishart matrices; maximum ratio combining receivers; multiple-input multiple-output systems; probability density function; receiver spatial correlation; signal-to-noise ratio; spatial diversity; symbol-error rate; transmit beamforming systems; transmit spatial correlation; Array signal processing; Closed-form solution; Distribution functions; Eigenvalues and eigenfunctions; MIMO; Performance analysis; Probability density function; Rayleigh channels; Receiving antennas; Signal to noise ratio; Correlation; Rayleigh channels; diversity methods; error analysis; multiple-input multiple-output (MIMO) systems;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2007.892450