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

页码：1091 / 1096

页数：6

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