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Optimization and Sequence Search Based Localization in Wireless Sensor Networks

机译:无线传感器网络中基于优化和序列搜索的定位

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摘要

Localization is critical for various applications of Wireless Sensor Networks. This paper presents a 3D localization algorithm for high accuracy localization of a wireless sensor network, which consists of three parts: pre-localization, refinement and sequence search. It is clear that the localization accuracy partly depends on the localization sequence of the unknown nodes, which has not been investigated so far. The proposed novel algorithm aims to address this problem by searching a localization sequence corresponding to a high localization accuracy and a robust algorithm. The simulation results show that the proposed algorithm can get rid of the flip ambiguity and is more robust than several existing algorithms in terms of the localization accuracy.
机译:本地化对于无线传感器网络的各种应用至关重要。本文提出了一种用于无线传感器网络高精度定位的3D定位算法,该算法由三部分组成:预定位,优化和序列搜索。显然,定位精度部分取决于未知节点的定位顺序,到目前为止尚未进行研究。所提出的新颖算法旨在通过搜索与高定位精度和鲁棒算法相对应的定位序列来解决该问题。仿真结果表明,所提出的算法可以消除翻转模糊性,并且在定位精度上比几种现有算法更加健壮。

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