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Fundamental Performance Limits of TOA-based Cooperative Localization

机译:基于TOA的合作本地化的基本绩效限制

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Knowledge of node locations is desired in many types of wireless sensor network (WSN) technologies. Cooperative localization has been proved to provide self-calibration in the WSN even in presence of sparse reference nodes and noisy range estimates, as it relies on redundancy exploiting all the available inter-node measurements. In this paper we consider cooperative localization based on time-of-arrival (TOA) inter-node ranging. We analyze the Cramer-Rao bound on the positioning accuracy for one/two dimensional regular network topologies. The aim is to obtain some understanding of the behavior of localization accuracy for varying system settings, as a base for future evaluations of more realistic random network deployments.
机译:在许多类型的无线传感器网络(WSN)技术中需要了解节点位置。已经证明,即使存在稀疏参考节点和嘈杂的范围估计,已证明合作定位在WSN中提供自校准,因为它依赖于利用所有可用的节点间测量的冗余。在本文中,我们考虑基于到达时间(TOA)节点间距的合作本地化。我们分析了一个/二维常规网络拓扑的定位精度的克拉梅-RAO。目的是为了获得对不同系统设置的本地化准确性的行为的一些理解,作为未来评估更现实随机网络部署的基础。

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