DocumentCode
2648851
Title
Accurate simple closed-form approximations to the distributions and densities of a sum of independent Rayleigh random variables
Author
Hu, Jeremiah ; Beaulieu, Norman C.
Author_Institution
iCORE Wireless Commun. Lab., Alberta Univ., Edmonton, Alta., Canada
Volume
1
fYear
2004
fDate
7-10 Nov. 2004
Firstpage
1092
Abstract
The statistical distribution of a sum of Rayleigh random variables is often required when analyzing the performance of wireless communication systems. A closed-form expression does not exist for the sum distribution and consequently, it is approximated or calculated numerically. A widely used small argument approximation for the density is shown to be inaccurate for medium and large values of the argument. Highly accurate, simple closed-form approximations to the distributions and densities of Rayleigh sum random variables are presented in this paper. These approximations are valid for a wide range of probability values and number of summands.
Keywords
Rayleigh channels; radiocommunication; statistical distributions; Rayleigh random variables; closed-form expression; probability; statistical distribution; wireless communication system; Closed-form solution; Diversity reception; Floors; Laboratories; Performance analysis; Probability; Random variables; Statistical distributions; Statistics; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN
0-7803-8622-1
Type
conf
DOI
10.1109/ACSSC.2004.1399309
Filename
1399309
Link To Document