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A Voronoi Approach for Scalable and Robust DV-Hop Localization System for Sensor Networks

机译:一种传感器网络可扩展型和强大的DV跳定位系统的voronoi方法

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Localization systems have been identified as a key issue to the development and operation of the Wireless Sensor Networks (WSN). A DV-Hop localization system works by transforming the distance to all beacon nodes from hops to units of length measurement (e.g., meters, feet) using the average size of a hop as a correction factor. Despite its advantages, a DV-Hop algorithm has some disadvantages, such as its large communication cost that limits its scalability, and its mapping from hops to distance units that introduces errors that are propagated to the computation of a node location. This last issue has been solved by some recent works, but the scalability problem still is an open problem that limits this technique to small or medium sized networks. In this work, we propose a novel approach that uses Voronoi diagrams in order to scale a DV-Hop localization algorithm while mantaining or even reducing its localization error. Two types of localization can result from the proposed algorithm: the physical location of the node (e.g., latitude, longitude), or a region limited by the node''s Voronoi cell. The algorithm evaluation is performed by comparison with similar algorithms. We show how the proposed algorithm can scale in different aspects such as communication and processing costs when increasing the number of nodes and beacons.
机译:定位系统已被确定为一个关键的问题在无线传感器网络(WSN)的开发和经营。甲DV-Hop定位系统的工作原理是变换到使用啤酒花作为校正因子的平均尺寸长度测量单元(例如,米,英尺)自啤酒花到所有信标节点的距离。尽管它有优点,一个DV跳算法具有一些缺点,如限制了其可伸缩性其大的通信成本,以及从啤酒花到距离单位,介绍误差被传播到一个节点的位置的计算它的映射。这最后一个问题已经被最近的一些作品得到解决,但可扩展性问题仍是限制该技术小型或中型网络的开放问题。在这项工作中,我们建议采用以Voronoi图缩放一个DV-Hop定位算法而mantaining甚至降低其定位误差的新方法。两种类型的定位可导致从所提出的算法:该节点(例如,纬度,经度)的物理位置,或由节点“的Voronoi单元所限定的区域。该算法评价通过与类似算法比较来进行。我们展示如何,该算法可以在不同的方面,如通信和处理成本增加节点和信标数量时,需要提升。

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