• 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