On the Multivariate Gamma-Gamma Distribution With Arbitrary Correlation and Applications in Wireless Communications
Journal article, 2016

The statistical properties of the multivariate gamma-gamma (Gamma Gamma) distribution with arbitrary correlation have remained unknown. In this paper, we provide analytical expressions for the joint probability density function (pdf), cumulative distribution function (cdf), and moment generation function (mgf) of the multivariate Gamma Gamma distribution with arbitrary correlation. Furthermore, we present novel approximating expressions for the pdf and cdf of the sum of Gamma Gamma random variables (RVs) with arbitrary correlation. Based on this statistical analysis, we investigate the performance of radio frequency (RF) and optical wireless communication systems. It is worth noting that the presented expressions include several previous results in the literature as special cases.

free-space optical (FSO) communications

Diversity receivers

multivariate gamma-gamma (GG) distribution

Author

J. Y. Zhang

Tsinghua University

Michail Matthaiou

Chalmers, Signals and Systems, Signalbehandling och medicinsk teknik, Signal Processing

G. K. Karagiannidis

Aristotle University of Thessaloniki

Khalifa University of Science and Technology

Linglong Dai

Tsinghua University

IEEE Transactions on Vehicular Technology

0018-9545 (ISSN)

Vol. 65 5 3834-3840

Subject Categories

Signal Processing

DOI

10.1109/tvt.2015.2438192

More information

Latest update

2/28/2018