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
Link To Document :
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