Limiting the propagation of localization errors in multi-hop wireless network

S. Basagni, Michele Battelli, Moreno Iachizzi, C. Petrioli, M. Salehi
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引用次数: 11

Abstract

This paper concerns a study of the process of localizing the nodes of a multi-hop wireless networks, i.e., of having the node computing their coordinates with 'respect to a suitable reference system. We consider networks where the nodes perform measurements of distance and angle of arrival from nodes within their transmission radius. We describe a simple localization protocol, termed range-based centroid (RBC), that starting from a single node (the beacon) with given coordinates localizes all the network nodes with reasonable accuracy. We then propose a new localization protocol that achieves greater accuracy by containing the propagation of the localization error as the process progresses away from the beacon. We quantify the improvements of the proposed protocol, termed MEC2 (for minimum enclosing circle containment) by simulations. In the considered scenarios, MEC2 keeps the localization error within 21% of the nodes' transmission radius, with 20-30% improvements over RBC
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限制多跳无线网络中定位误差的传播
本文研究了多跳无线网络中节点的定位过程,即让节点相对于一个合适的参考系计算它们的坐标。我们考虑节点在其传输半径内执行距离和到达角测量的网络。我们描述了一种简单的定位协议,称为基于距离的质心(RBC),它从具有给定坐标的单个节点(信标)开始,以合理的精度定位所有网络节点。然后,我们提出了一种新的定位协议,该协议通过包含随着过程远离信标而传播的定位误差来实现更高的精度。我们通过模拟量化提出的协议的改进,称为MEC2(最小封闭圈遏制)。在考虑的场景中,MEC2将定位误差保持在节点传输半径的21%以内,比RBC提高了20-30%
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