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Copula - to model multi-channel fading by correlated but arbitrary Weibull marginals, giving a closed-form outage probability of selection-combining reception

机译:Copula-通过相关但任意的威布尔边际来建模多通道衰落,从而给出选择组合接收的闭式中断概率

摘要

This study introduces the mathematical paradigm of 'copula' to the technical field of channel modelling. Copulabased modelling allows each sensor of its distinct set of fading parameters, and allows cross-correlation among various sensors' parameter sets. Hence, the branch statistics may be non-identical over various branches, yet cross-correlated between branches. This scenario is realistic especially for sensors of different polarisations/constructions and/or for sensors at widely separate locations-as increasingly common for wireless transceivers. Despite such versatility in modelling, this copula-based multivariate fading distribution may yet be so simple in mathematical form that the system's outage probability can be analytically derived in a closed form, free of any infinite-term summation and free of any unsolved integration.
机译:这项研究将“ copula”的数学范式引入到渠道建模技术领域。基于Copula的建模允许每个传感器使用其独特的衰落参数集,并允许各种传感器的参数集之间进行互相关。因此,分支统计在各个分支上可能是不同的,但在分支之间却是互相关的。对于不同极化/构造的传感器和/或在广泛分开的位置的传感器,这种情况尤其现实,这对于无线收发器来说越来越普遍。尽管建模具有这种通用性,但是这种基于copula的多元衰落分布可能仍然非常简单,以数学形式可以以封闭的形式分析得出系统的中断概率,没有任何无限长的总和,也没有任何未解决的积分。

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