Title :
Infinite series representations of the trivariate and quadrivariate nakagami-m distributions
Author :
Dharmawansa, Prathapasinghe ; Rajatheva, Nandana ; Tellambura, Chinthananda
fDate :
12/1/2007 12:00:00 AM
Abstract :
In this paper, using Miller´s approach and Dougall´s identity, we derive new infinite series representations for the quadrivariate Nakagami-m joint density function, cumulative distribution function (cdf) and characteristic functions (chf). The classical joint density function of exponentially correlated Nakagami-m variables can be identified as a special case of the joint density function obtained here. Our results are based on the most general arbitrary correlation matrix possible. Moreover, the trivariate density function, cdf and chf for an arbitrary correlation matrix are also derived from our main result. Bounds on the series truncation error are also presented. Finally, we develop several representative applications: the outage probability of triple branch selection combining (SC), the moments of the equal gain combining (EGC) output signal to noise ratio (SNR) and the moment generation function of the generalized SC(2,3) output SNR in an arbitrarily correlated Nakagami-m environment. Simulation results are also presented to verify the accuracy of our theoretical results.
Keywords :
Nakagami channels; diversity reception; series (mathematics); statistical distributions; Dougall´s identity; Miller´s approach; arbitrary correlation matrix; characteristic functions; cumulative distribution function; equal gain combining; infinite series representations; moment generation function; output signal to noise ratio; quadrivariate Nakagami-m distributions; quadrivariate Nakagami-m joint density function; selection combining; trivariate Nakagami-m distributions; trivariate density function; truncation error; Covariance matrix; Density functional theory; Distribution functions; Diversity reception; Finite wordlength effects; Nakagami distribution; Rayleigh channels; Signal generators; Signal to noise ratio; Weibull fading channels;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2007.060120