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
Link To Document :
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