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Copula function-based analysis of outage probability and coverage region for wireless multiple access communications with correlated fading channels

机译:基于Copula功能的中断概率和覆盖区域的无线多次访问通信与相关衰落通道的覆盖区域分析

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摘要

From practical and theoretical viewpoints, performance analysis of communications with correlated fading channels is important. In this study, the authors exploit a novel approach based on Copula function concept to investigate the impact of correlation of Rayleigh fading channels on communication performances. One of the most convenient ways to describe the dependence between several variables is using Copula functions. For this purpose, by applying the Farlie-Gumbel-Morgenstern Copula function, they derive closed-form expressions for outage probability as well as coverage region in a wireless multiple access channel. It is shown that the fading correlation improves the outage probability and coverage region for negative dependence structure. Specifically, whenever the dependence structure tends to negative values, the outage and coverage region performance improvement is increased. Finally, the efficiency of the analytical results is illustrated numerically.
机译:从实际和理论上的观点来看,与相关褪色渠道的通信性能分析很重要。在本研究中,作者利用了基于Copula功能概念的新方法来研究Rayleigh衰落通道相关对通信性能的影响。描述多个变量之间依赖的最方便的方法之一是使用Copula功能。为此目的,通过应用Farlie-Gumbel-Morgenstern Copula函数,它们会导出用于中断概率的闭合表达式,以及无线多址通道中的覆盖区域。结果表明,衰落相关性改善了负依赖结构的停电概率和覆盖区域。具体地,每当依赖结构倾向于负值时,中断和覆盖区域性能提高增加。最后,分析结果的效率在数字上被示出。

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