Localization of Wireless Sensor Networks Using Self-Organizing Maps

被引：0
|
作者：
Chen, Xiaohui [1 ]
Zhang, Mengjiao [1 ]
Ruan, Kai [1 ]
Gong, Canfeng [1 ]
Min, Jiangbo [1 ]
机构：
[1] China Three Gorges Univ, Coll Comp & Informat Technol, Yichang 443002, Hubei, Peoples R China
来源：
2013 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND MANAGEMENT SCIENCE (ICIEMS 2013) | 2013年
关键词：
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
To improve the positioning accuracy of wireless sensor networks, this paper proposes a bi-directional adjustment positioning method of wireless sensor networks based on self-organizing maps. Treat sensors as neurons and consider the difference between the actual and desired distances as the basis for adjustment. It links the neurons and sensors as a whole to achieve positioning. Simulation results show that the algorithm is high positioning accuracy, good stability and better reflect the topology of the sensors.
引用
收藏
页码：1091 / 1096
页数：6
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