Copula-based Analysis of Interference Channels: Outage Probability

Farshad Rostami Ghadi, F. J. López-Martínez, G. Hodtani
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引用次数: 1

Abstract

In this paper, we investigate the impact of fading correlation on the performance of interference channels. To this end, we exploit the Copula theory as a flexible approach to model the dependence structure between channel fading coefficients. We determine a general closed-form expression of the outage probability (OP) for any choice of fading distributions under correlated conditions. In addition, for exemplary purposes, we obtain the closed-form expression of the OP under correlated/independent Rayleigh fading channels by exploiting the lower/upper Fréchet-Hoeffding and product Copulas, which provide the negative/positive perfect correlations and the independent case, respectively. Results show that the OP performance improves under the positive dependence structure compared with the independent case.
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基于copula的干扰信道分析:中断概率
本文研究了衰落相关对干扰信道性能的影响。为此,我们利用Copula理论作为一种灵活的方法来模拟信道衰落系数之间的依赖结构。我们确定了在相关条件下任意衰落分布选择的中断概率(OP)的一般封闭表达式。此外,作为示例性目的,我们利用分别提供负/正完全相关和独立情况的下/上frsamet - hoeffding和乘积copula,获得了相关/独立瑞利衰落信道下OP的封闭表达式。结果表明,与独立情况相比,正依赖结构下的OP性能有所提高。
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