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A Tractable Metric for Evaluating Base Station Geometries in Cellular Network Localization

机译:用于评估蜂窝基站几何基准的可追踪度量   网络本地化

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摘要

In this letter, we present a new metric for characterizing the geometricconditions encountered in cellular positioning based on the angular spread ofthe base stations (BSs). The metric is shown to be closely related to thegeometric-dilution-of-precision (GDOP), yet has the benefit of beingcharacterizable in terms of the network parameters for BS layouts modeledaccording to a Poisson point process (PPP). As an additional benefit, themetric is shown to immediately yield a device's probability of being inside oroutside the convex hull of the BSs, which localization researchers willwidely-recognize as being a strong indicator of localization performance.
机译:在这封信中,我们提出了一种新的度量,用于基于基站(BS)的角度扩展来表征蜂窝定位中遇到的几何条件。该度量标准与精确几何稀释度(GDOP)密切相关,但具有可根据Poisson点过程(PPP)建模的BS布局的网络参数表征的优点。另外一个好处是,该度量标准可以立即显示出设备位于BS凸包内部还是外部的概率,本地化研究人员将其广泛认为是定位性能的有力指标。

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