DocumentCode :
3311004
Title :
Novel representations for the multivariate non-central chi-square distribution with constant correlation and applications
Author :
Hemachandra, Kasun T. ; Beaulieu, Norman C.
Author_Institution :
iCORE Wireless Commun. Lab., Univ. of Alberta, Edmonton, AB, Canada
fYear :
2011
fDate :
28-31 March 2011
Firstpage :
1712
Lastpage :
1717
Abstract :
Novel representations for the multivariate probability density function (PDF) and cumulative distribution function (CDF) of the equi-correlated non-central chi-square (χ2) distribution are derived. The new representations are given as single integral solutions in terms of well known mathematical functions which are available in common mathematical software packages. The advantage of the new representations is that only a single integral computation is needed to evaluate the PDF and CDF for an arbitrary number of dimensions. The new representations are used to numerically evaluate the outage probability of a single user multiple input multiple output system with receiver antenna selection diversity, operating in correlated Rician fading channels. The well known constant (equal) correlation model, which is considered to be a useful model for a closely placed set of antennas, is used for the analysis in this paper. A novel single-integral representation for the joint characteristic function of the equi-correlated non-central χ2 distribution is also given.
Keywords :
MIMO communication; Rician channels; correlation methods; diversity reception; integral equations; probability; receiving antennas; CDF; PDF; correlated Rician fading channel; correlation model; cumulative distribution function; equicorrelated multivariate noncentral chi-square distribution; mathematical function; mathematical software package; multivariate probability density function; outage probability; receiver antenna selection diversity; single integral solution; single user multiple input multiple output system; single-integral representation; Correlation; Joints; Receiving antennas; Rician channels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2011 IEEE
Conference_Location :
Cancun, Quintana Roo
ISSN :
1525-3511
Print_ISBN :
978-1-61284-255-4
Type :
conf
DOI :
10.1109/WCNC.2011.5779393
Filename :
5779393
Link To Document :
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