DocumentCode :
1641267
Title :
The impact of correlation on multi-antenna system performance: correlation matrix approach
Author :
Loyka, S. ; Kouki, A.
Author_Institution :
Dept. of Electr. Eng., Ecole de Technologie Superieure, Montreal, Que., Canada
Volume :
2
fYear :
2001
fDate :
6/23/1905 12:00:00 AM
Firstpage :
533
Abstract :
A universal upper bound on the MIMO architecture capacity, which is not limited to a particular scenario, is derived using the correlation matrix approach and the Jensen´s inequality. This bound accounts for both transmit and receive branch correlation in such a way that the impact of these branches can be estimated separately, which simplifies the procedure substantially and also allows one to decide which site is responsible for capacity reduction, which is not easy to do using traditional approaches. Further, using the results above and the Salz-Winters (1994) model of fading spatial correlation, it is demonstrated that the correlation has no impact on the MIMO capacity provided that the two-element antenna array beamwidth is smaller than the angle spread of the incoming multipath signals. A fundamental tradeoff between MIMO capacity and diversity order is also pointed out
Keywords :
MIMO systems; array signal processing; channel capacity; correlation methods; diversity reception; fading channels; linear antenna arrays; matrix algebra; multipath channels; Jensen´s inequality; MIMO architecture capacity; angle spread; capacity reduction; correlation matrix; diversity order; fading spatial correlation; linear antenna array; multi-antenna system performance; multipath signals; multiple-input multiple-output communication architecture; receive branch correlation; transmit branch correlation; two-element antenna array beamwidth; universal upper bound; Antenna arrays; Channel capacity; Fading; Linear matrix inequalities; MIMO; Receiving antennas; Signal to noise ratio; System performance; Transmitting antennas; Upper bound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference, 2001. VTC 2001 Fall. IEEE VTS 54th
Conference_Location :
Atlantic City, NJ
ISSN :
1090-3038
Print_ISBN :
0-7803-7005-8
Type :
conf
DOI :
10.1109/VTC.2001.956826
Filename :
956826
Link To Document :
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