• DocumentCode
    2422905
  • Title

    Probability Distributions of Products of Rayleigh and Nakagami-m Variables Using Mellin Transform

  • Author

    Ahmed, Sohail ; Yang, Lie-Liang ; Hanzo, Lajos

  • Author_Institution
    Dept. of Avionics, Nat. Univ. of Sci. & Technol. (NUST), Islamabad, Pakistan
  • fYear
    2011
  • fDate
    5-9 June 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this contribution, we employ the Mellin transform to derive the expressions for probability density function (PDF) of the product of Nakagami-m and Gamma distributed random variables. As the special cases of the Nakagami-m and Gamma family, the PDF of the product of Rayleigh distributed random variables and that of the product of exponentially distributed Random variables are also derived. We exploit the fact that the Mellin transform of a product of independent and identically distributed random variables is the product of the Mellin transforms of the individual random variables. Using this approach, the PDF of the product of random variables is expressed in the form of an easily computable infinite series. Furthermore, application of the PDFs in digital communications using M-ary orthogonal modulation is illustrated.
  • Keywords
    Nakagami channels; Rayleigh channels; digital communication; gamma distribution; modulation; series (mathematics); statistical distributions; transforms; Gamma distributed random variable product; M-ary orthogonal modulation; Mellin transform; Nakagami-m distributed random variable; PDF; Rayleigh variable product; digital communication; exponentially distributed random variable; infinite series; probability distribution; Diversity reception; Probability density function; Random variables; Rayleigh channels; Receivers; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2011 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-61284-232-5
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/icc.2011.5963344
  • Filename
    5963344