DocumentCode
3127478
Title
Gamma variate ratio distribution with application to CDMA performance analysis
Author
Kwan, Raymond ; Leung, Cyril
Author_Institution
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC
fYear
2005
fDate
18-19 April 2005
Firstpage
188
Lastpage
191
Abstract
An expression for the probability density function (pdf), fR (r), is derived for the ratio, R, of gamma variates of the form R = X1/(a1X1 + a2X2), where a1 and a2 are constants and X1 and X2 are independent gamma distributed random variables. This distribution arises naturally in the performance analyses of wireless communication systems experiencing Nakagami fading. It is shown that fR(r) reduces to the standard beta distribution and the beta prime distribution in special cases. Expressions for the moments, the moment generating function (MGF) and the cumulative distribution function (cdf) of R are obtained in terms of the hypergeometric function. Finally, the use of fR(r) is illustrated by considering the problem of deriving outage probabilities and throughput bounds for a CDMA system employing adaptive modulation and coding (AMC)
Keywords
adaptive codes; adaptive modulation; channel coding; code division multiple access; fading channels; gamma distribution; modulation coding; AMC; CDMA performance analysis; Nakagami fading; adaptive modulation and coding; beta prime distribution; cumulative distribution function; gamma variate ratio distribution; hypergeometric function; moment generating function; outage probabilities; pdf; probability density function; throughput bounds; wireless communication systems; Adaptive systems; Distribution functions; Fading; Multiaccess communication; Nakagami distribution; Performance analysis; Probability density function; Random variables; Throughput; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on
Conference_Location
Princeton, NJ
Print_ISBN
0-7803-8854-2
Type
conf
DOI
10.1109/SARNOF.2005.1426542
Filename
1426542
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