基于toa的协同定位的基本性能限制

M. Nicoli, D. Fontanella
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引用次数: 26

摘要

在许多类型的无线传感器网络(WSN)技术中都需要节点位置的知识。协作定位已被证明即使在存在稀疏参考节点和噪声距离估计的情况下也能在WSN中提供自校准,因为它依赖于利用所有可用节点间测量的冗余。本文考虑了基于到达时间(TOA)节点间测距的协同定位。我们分析了一/二维规则网络拓扑的定位精度的Cramer-Rao界。目的是获得对不同系统设置的定位精度行为的一些理解,作为将来评估更现实的随机网络部署的基础。
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Fundamental Performance Limits of TOA-Based Cooperative Localization
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.
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