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A Theoretical Foundation of Network Navigation

机译:网络导航的理论基础

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摘要

Real-time navigation capability is a key enabler for many emerging applications in wireless networks. Localization of moving nodes via network navigation gives rise to a new paradigm, where nodes exploit both temporal and spatial cooperation to determine their positions based on intra- and inter-node measurements. In this paper, we establish a theoretical foundation for network navigation to determine the fundamental limits of navigation accuracy. In particular, we derive the accuracy limits in terms of navigation information by equivalent Fisher information analysis. Our framework unifies the navigation information obtained from temporal and spatial cooperation, leading to a deep understanding of information exchange in the network and benefit of cooperation.
机译:实时导航功能是无线网络中许多新兴应用的关键推动力。通过网络导航对移动节点进行本地化产生了一个新的范式,其中节点利用时间和空间协作来基于节点内和节点间的测量来确定其位置。在本文中,我们为确定网络导航的基本限制奠定了理论基础。特别是,我们通过等效的Fisher信息分析得出了导航信息方面的精度极限。我们的框架统一了从时间和空间合作获得的导航信息,从而使人们对网络中的信息交换有了深刻的了解,并从合作中受益。

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