DocumentCode :
1014533
Title :
Performance analysis of multiple-input multipleoutput singular value decomposition transceivers during fading and other cell interference
Author :
Smith, P.J. ; Garth, L.M. ; Shafi, M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Canterbury Univ., Christchurch
Volume :
1
Issue :
6
fYear :
2007
Firstpage :
1111
Lastpage :
1119
Abstract :
A generalised method is derived to compute the error probabilities of singular value decomposition (SVD)-based receivers for a multiple-input multiple-output (MIMO) system with uncoded transmission. The method can be used for a wide class of flat fading environments, including independent and identically distributed (i.i.d.) and semi-correlated Rayleigh and i.i.d. Ricean channels. Although the method is applied to equal-power binary phase shift keying, it can easily be extended to higher-order M-ary phase shift keying (M-PSK) and M-ary quadrature amplitude modulation (M-QAM) signal constellations and adaptive ´water-filling´ schemes. The error probability curves derived from closed-form formulas and simulations demonstrate very close agreement. The error performances of channel inversion, minimum mean square error and zero forcing receivers are compared with the SVD receiver for a single-user system. The impact of multiple users is considered by studying the performance of an adaptive MIMO SVD transmission scheme operating in a cellular environment. In particular, the effect of inter-cell interference on the performance of the scheme is quantified, modelling the interference as increased Gaussian noise. A number of cellular layouts are examined and the impact of the resulting singal-to-interference and noise ratio on the constellation sizes that can be supported, the BER and so on is considered. The primary metric used for our performance analysis is the error-free transmission rate, which is derived for our adaptive system. For the cellular scenarios considered, it can be found that the effect of interference is considerable and the performance of the adaptive MIMO SVD scheme is only marginally better than that provided by conventional diversity methods.
Keywords :
Gaussian noise; MIMO communication; Rayleigh channels; Rician channels; cellular radio; error statistics; least mean squares methods; phase shift keying; quadrature amplitude modulation; singular value decomposition; transceivers; BER; Gaussian noise; M-PSK; M-QAM; M-ary phase shift keying; M-ary quadrature amplitude modulation signal constellations; Ricean channels; adaptive MIMO SVD transmission scheme; adaptive water-filling schemes; cellular environment; channel inversion; equal-power binary phase shift keying; error probabilities; error-free transmission rate; flat fading environments; independent identically distributed channels; inter-cell interference effect; minimum mean square error receivers; multiple-input multiple-output transceivers; semi-correlated Rayleigh channels; singal-to-interference and noise ratio; singular value decomposition transceivers; uncoded transmission; zero forcing receivers;
fLanguage :
English
Journal_Title :
Microwaves, Antennas & Propagation, IET
Publisher :
iet
ISSN :
1751-8725
Type :
jour
DOI :
10.1049/iet-map:20060262
Filename :
4407488
Link To Document :
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