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New bivariate gamma types with MIMO application
Authors:A. Bekker  M. Arashi
Affiliation:1. Department of Statistics, University of Pretoria, Pretoria, South Africa;2. Department of Statistics, School of Mathematical Sciences, Shahrood University of Technology, Shahrood, Iran
Abstract:In this paper a bivariate gamma type distribution emanating from the diagonal elements of an inverse Wishart type distribution is developed; which in turn originates from the complex matrix variate elliptical class. From this, a bivariate Weibullised gamma type distribution is also presented, of which the bivariate Nakagami-m type is a special case. The derived results may be applied as decision statistics for a MIMO (multiple input multiple output) system with two transmit antennas. It is proposed that under this elliptical umbrella some performance measures such as the outage probability of MIMO systems can be analyzed in broad generality.
Keywords:Complex inverse Wishart  Complex t  Elliptical  Nakagami-m  Outage probability
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