Improved Self-location Algorithm of Wireless Sensor Network Based on Unmanned Aerial Vehicle

被引:0
作者
Zhang Yunzhou [1 ]
Wei Dongfei [1 ]
Wang Zeyu [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
来源
MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3 | 2013年 / 373-375卷
关键词
wireless sensor network; unmanned aerial vehicle; self-localization; maximum likelihood estimation; curve fitting;
D O I
10.4028/www.scientific.net/AMM.373-375.367
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a wireless sensor network self-location improved algorithm based on the Unmanned Aerial Vehicle (UAV). The path and the signal emission mechanism of the UAV are rational planning. The k-3 covering method is used to programming the working point and the path of UAV. We also set up a wireless sensor network localization experiment platform based on the UAV and then we carry on several experimentations and curve fitting on the surface-to-surface and surface-to-air distance curve. Experimental results show that the self-location system built based on the theories this paper proposed has an air-to-surface actual distance error of 4.42m and the algorithm's positioning error is 3.67m which has very high work efficiency.
引用
收藏
页码:367 / 372
页数:6
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