Title :
Accurate simple closed-form approximations to Rayleigh sum distributions and densities
Author :
Hu, Jeremiah ; Beaulieu, Norman C.
Author_Institution :
iCORE Wireless Commun. Lab., Alberta Univ., Edmonton, Alta., Canada
Abstract :
Sums of Rayleigh random variables occur extensively in wireless communications. A closed-form expression does not exist for the sum distribution and consequently, it is often evaluated numerically or approximated. 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 expressions for the sum distributions and densities are presented. These approximations are valid for a wide range of argument values and number of summands.
Keywords :
Rayleigh channels; least squares approximations; probability; radiocommunication; Rayleigh sum distribution; argument values; closed-form approximation method; density function; random variable; wireless communication; Approximation methods; Closed-form solution; Distributed computing; Distribution functions; Diversity reception; Probability density function; Random variables; Statistics; Tail; Wireless communication;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2005.02003