基于优化和序列搜索的无线传感器网络定位

Sen Wang, Huosheng Hu, K. Mcdonald-Maier
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引用次数: 3

摘要

定位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三维定位算法,该算法包括预定位、细化和序列搜索三个部分。很明显,定位精度部分取决于未知节点的定位顺序,这一点目前尚未得到研究。该算法通过搜索具有较高定位精度和鲁棒性的定位序列来解决这一问题。仿真结果表明,该算法能够消除翻转模糊,在定位精度方面比现有的几种算法具有更强的鲁棒性。
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Optimization and Sequence Search Based Localization in Wireless Sensor Networks
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.
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