蜂窝网络中的定位性能

J. Schloemann, Harpreet S. Dhillon, R. Buehrer
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引用次数: 7

摘要

当全球定位系统不可用时,蜂窝网络成为定位的主要工具。然而,目前还没有一种易于处理的方法可以获得此类网络中本地化性能的一般见解。相反,分析通常使用确定性网络模型或复杂的系统级模拟来完成,导致高度特定于上下文的见解,这些见解不能很好地转换为随机网络拓扑。在本文中,我们激发并引入了一种新的方法来分析定位性能的蜂窝网络使用的工具从点过程理论和随机几何。在此基础上,推导出与定位性能密切相关的基站可听性指标在有和没有基站协调情况下的分布表达式。
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Localization performance in cellular networks
When the Global Positioning System is unavailable, cellular networks become the dominant vehicle for positioning. However, no tractable approach exists for gaining general insights into localization performance in such networks. Instead, analysis is often done using deterministic network models or with complex system-level simulations, resulting in highly context-specific insights, which do not translate well to random network topologies. In this paper, we motivate and introduce a new approach for analyzing localization performance in cellular networks using tools from point process theory and stochastic geometry. After presenting the model, easy-to-use expressions are derived for the distributions of base station hearability, a metric which is closely-related to localization performance, with and without base station coordination.
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