An Improved DV-Hop Distributed Active Multihop Localization Algorithm

Wang Kun, Tian Yuzhen, Zhang Zhen, Shi Yinhua
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引用次数: 1

Abstract

Localization information is important in underwater wireless sensor network applications. This paper improves the DV-Hop and presents a Distributed Active Multihop Localization Algorithm. It extends fake anchors to help localization and collects the average multihop distance in the whole network, which is used as the estimated distance between unknown nodes and anchor nodes to improve localization accuracy. Finally, the algorithm calculates unknown node's location coordinates with maximum likelihood estimation. In the improved algorithm, it develops flooding and presents a distributed pruning broadcast algorithm. It prunes the previous node's neighbors recursively in the next hop set to decrease the meaningless message forwarding counts. Simulation confirms its average localization error reduces from 80 to 20 meters approximately. The influence of anchor proportion on improved algorithm's localization accuracy is less than the original one's. The algorithm's convergence time drops from exponential to linear.
改进的DV-Hop分布式主动多跳定位算法
定位信息是水下无线传感器网络应用的重要内容。本文对DV-Hop进行了改进,提出了一种分布式主动多跳定位算法。它扩展假锚点来帮助定位,并收集整个网络的平均多跳距离,作为未知节点与锚点之间的估计距离,以提高定位精度。最后,利用最大似然估计计算未知节点的位置坐标。在改进算法中,它发展了泛洪,提出了一种分布式剪枝广播算法。它在下一跳集中递归地修剪前一个节点的邻居,以减少无意义的消息转发计数。仿真结果表明,其平均定位误差从80米左右减小到20米左右。锚点比例对改进算法定位精度的影响小于原算法。算法的收敛时间由指数收敛到线性收敛。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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