• DocumentCode
    1401959
  • Title

    Copulas of bivariate Rayleigh and log-normal distributions

  • Author

    Liu, Xindong

  • Author_Institution
    Dept. of Syst. Eng., Univ. of Arkansas at Little Rock, Little Rock, AR, USA
  • Volume
    46
  • Issue
    25
  • fYear
    2010
  • Firstpage
    1669
  • Lastpage
    1671
  • Abstract
    The intrinsic relations between multivariate distributions and their marginal distributions can be clearly characterised by copulas. The bivariate Rayleigh and bivariate log-normal distributions play important roles in both signal processing and digital communications. In this reported work, the formula of bivariate Rayleigh copula is improved and the formula of bivariate log-normal copula is derived. These formulas are in terms of the Marcum Q-function or the Gaussian Q-function, both being supported by Matlab. Thus the copula evaluation process can be expedited both analytically and numerically.
  • Keywords
    signal processing; Gaussian Q-function; Marcum Q-function; bivariate Rayleigh; copula evaluation process; digital communications; log-normal distributions; marginal distributions; multivariate distributions; signal processing;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2010.2777
  • Filename
    5665825