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An Analytical Framework for Multi-Cell Cooperation via Stochastic Geometry and Large Deviations

机译:基于随机变量的多小区合作分析框架   几何和大偏差

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摘要

Multi-cell cooperation (MCC) is an approach for mitigating inter-cellinterference in dense cellular networks. Existing studies on MCC performancetypically rely on either over-simplified Wyner-type models or complexsystem-level simulations. The promising theoretical results (typically usingWyner models) seem to materialize neither in complex simulations nor inpractice. To more accurately investigate the theoretical performance of MCC,this paper models an entire plane of interfering cells as a Poisson randomtessellation. The base stations (BSs) are then clustered using a regularlattice, whereby BSs in the same cluster mitigate mutual interference bybeamforming with perfect channel state information. Techniques from stochasticgeometry and large deviation theory are applied to analyze the outageprobability as a function of the mobile locations, scattering environment, andthe average number of cooperating BSs per cluster, L. For mobiles near thecenters of BS clusters, it is shown that as L increases, outage probabilitydiminishes sub-exponentially if scattering is sparse, and following a power lawwith an exponent proportional to the signal diversity order if scattering isrich. For randomly located mobiles, regardless of scattering, outageprobability is shown to scale with increasing L following a power law with anexponent no larger than 0.5. These results confirm analytically thatcluster-edge mobiles are the bottleneck for network coverage and provide aplausible analytic framework for more realistic analysis of other multi-celltechniques.
机译:多小区合作(MCC)是一种缓解密集蜂窝网络中的小区间干扰的方法。现有的关于MCC性能的研究通常依赖于过于简化的Wyner型模型或复杂的系统级仿真。有希望的理论结果(通常使用Wyner模型)似乎既没有在复杂的仿真中也没有实践。为了更准确地研究MCC的理论性能,本文将干扰细胞的整个平面建模为Poisson随机镶嵌。然后,使用规则晶格对基站(BS)进行群集,从而使同一群集中的BS通过与理想信道状态信息进行波束成形来减轻相互干扰。应用随机几何和大偏差理论的技术来分析中断概率,该概率是移动位置,散射环境以及每个集群协作BS的平均数量L的函数。对于BS集群中心附近的移动设备,表明随着L的增加如果散射稀疏,则中断概率将按次幂减小;如果散射丰富,则遵循幂律,且幂律与信号分集阶数成正比。对于随机分布的移动设备,无论散射如何,中断幂均会按照幂律不大于0.5的幂定律随L的增加而按比例缩放。这些结果在分析上证实了集群边缘移动电话是网络覆盖的瓶颈,并为其他多小区技术的更现实分析提供了可行的分析框架。

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  • 年度 2012
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  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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