Analysis of Five Typical Localization Algorithms for Wireless Sensor Networks

Shelei Li, Xu Ding, Ting Yang
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引用次数: 24

Abstract

In this paper, the self-localization problem is studied. It is one of the key technologies in wireless sensor networks (WSNs). And five localization algorithms: Centroid algorithm, Amorphous algorithm, DV-hop algorithm, APIT algorithm and Bounding Box algorithm are discussed. Simulation of those five localization algorithms is done by MATLAB. The simulation results show that the positioning error of Amorphous algorithm is the minimum. Considering economy and localization accuracy, the Amorphous algorithm can achieve the best localization performance under certain conditions.
无线传感器网络中五种典型的定位算法分析
本文研究了自定位问题。它是无线传感器网络(WSNs)的关键技术之一。并讨论了五种定位算法:质心算法、非晶算法、DV-hop算法、APIT算法和边界盒算法。利用MATLAB对这五种定位算法进行了仿真。仿真结果表明,非晶定位算法的定位误差最小。考虑到经济性和定位精度,在一定条件下,非晶态算法可以获得最佳的定位性能。
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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