Title :
Estimating MIMO system performance using the correlation matrix approach
Author :
Loyka, Sergey ; Tsoulos, George
Author_Institution :
Sch. of Inf. Technol. & Eng., Ottawa Univ., Ont., Canada
Abstract :
The channel capacity of a multiple-input-multiple-output (MIMO) communication system depends substantially on correlation between individual receive branches. We investigate the MIMO capacity using the correlation matrix approach and the Salz-Winters (1994) spatial correlation model. It is shown that for a linear array, correlation has no impact on the MIMO channel capacity provided that the two-element array beamwidth is smaller than the angle spread of the incoming signals. Simple but accurate approximations for the correlation coefficient and the corresponding channel capacity are derived for different angular spreads.
Keywords :
MIMO systems; approximation theory; array signal processing; channel capacity; correlation methods; direction-of-arrival estimation; linear antenna arrays; matrix algebra; multipath channels; MIMO capacity; MIMO communication system; MIMO system performance estimation; additive white Gaussian noise; angle of arrival; angle spread; channel capacity; correlation coefficient approximation; correlation matrix; linear antenna array; multipath signals; multiple-input-multiple-output; probability density function; receive branches; spatial correlation model; two-element array beamwidth; Channel capacity; Degradation; Electromagnetic modeling; Fading; Linear antenna arrays; MIMO; Predictive models; Receiving antennas; Signal generators; System performance;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.975485