论文标题

基于Poisson群集过程中的下行链路$ \ tt Sir $的元分布基于HETNET模型

Meta Distribution of Downlink $\tt SIR$ in a Poisson Cluster Process-based HetNet Model

论文作者

Saha, Chiranjib, Afshang, Mehrnaz, Dhillon, Harpreet S.

论文摘要

非均质细胞网络(HETNET)的性能分析主要依赖于均质的泊松点过程(PPP),用于用户和基站(BSS)的空间分布(BSS),随着POISSON群集过程(PCP)基于基于POISSON群集过程(PCP)模型的出现。通过PPP和PCP的组合,可以构建一个通用的HETNET模型,该模型可以捕获用户和BSS之间的热点和空间耦合的形成。尽管从接收到的下行链路信号与干扰比的分布($ \ tt Sir $)的分布方面对该模型进行了下行链接覆盖分析,但现在可以很好地理解,就$ {\ tt sir} $的元分布分布而言,更细粒度分析是一个开放的问题。在这封信中,我们通过得出典型用户连接到提供最大接收功率的BS的下行链路$ {\ tt Sir} $的元分布来解决此问题。

The performance analysis of heterogeneous cellular networks (HetNets), that relied mostly on the homogeneous Poisson point process (PPP) for the spatial distribution of the users and base stations (BSs), has seen a major transition with the emergence of the Poisson cluster process (PCP)-based models. With the combination of PPP and PCP, it is possible to construct a general HetNet model which can capture formation of hotspots and spatial coupling between the users and the BSs. While the downlink coverage analysis of this model in terms of the distribution of the received downlink signal-to-interference ratio ($\tt SIR$) is well understood by now, more fine grained analysis in terms of the meta distribution of ${\tt SIR}$ is an open problem. In this letter, we solve this problem by deriving the meta distribution of the downlink ${\tt SIR}$ assuming that the typical user connects to the BS providing the maximum received power.

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