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Fundamental Limits of Wideband Localization - Part II: Cooperative Networks

机译:宽带定位的基本限制 - 第二部分:合作社   网络

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摘要

The availability of positional information is of great importance in manycommercial, governmental, and military applications. Localization is commonlyaccomplished through the use of radio communication between mobile devices(agents) and fixed infrastructure (anchors). However, precise determination ofagent positions is a challenging task, especially in harsh environments due toradio blockage or limited anchor deployment. In these situations, cooperationamong agents can significantly improve localization accuracy and reducelocalization outage probabilities. A general framework of analyzing thefundamental limits of wideband localization has been developed in Part I of thepaper. Here, we build on this framework and establish the fundamental limits ofwideband cooperative location-aware networks. Our analysis is based on thewaveforms received at the nodes, in conjunction with Fisher informationinequality. We provide a geometrical interpretation of equivalent Fisherinformation for cooperative networks. This approach allows us to succinctlyderive fundamental performance limits and their scaling behaviors, and to treatanchors and agents in a unified way from the perspective of localizationaccuracy. Our results yield important insights into how and when cooperation isbeneficial.
机译:位置信息的可用性在许多商业,政府和军事应用中非常重要。通常通过使用移动设备(代理)和固定基础结构(锚)之间的无线电通信来完成本地化。但是,精确确定代理位置是一项艰巨的任务,尤其是在由于无线电阻塞或有限的锚固件部署而导致的恶劣环境中。在这些情况下,代理之间的合作可以显着提高定位准确性并降低定位中断的可能性。本文的第一部分已经建立了一个分析宽带定位基本极限的通用框架。在此,我们以该框架为基础,并建立了宽带协作位置感知网络的基本限制。我们的分析是基于节点接收到的波形以及Fisher信息不等式。我们为合作网络提供了等效Fisher信息的几何解释。这种方法使我们能够简明扼要地限制基本性能及其扩展行为,并从本地化准确性的角度以统一的方式对待锚和代理。我们的结果对如何以及何时有利于合作产生了重要的见解。

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