Node Localization Technology of Wireless Sensor Network Based on RSSI Algorithm

被引:2
|
作者
Zhang, Hanqing [1 ]
Li, Haitao [2 ,3 ]
机构
[1] Hebei Vocat Coll Foreign Language, Qinhuangdao, Peoples R China
[2] Yanshan Univ, Sch Informat Sci & Engn, Qinhuangdao 066004, Hebei, Peoples R China
[3] Key Lab Comp Virtual Technol & Syst Integrat Hebe, Qinhuangdao 066004, Peoples R China
关键词
node localization technology; wireless sensor network; RSSI algorithm; rural resources;
D O I
10.3991/ijoe.v12i10.6206
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Wireless sensor network, as one of the system compositions of the Internet of Things, is an important carrier of the efficient use of rural resources. An accurate localization algorithm is of great significance to the complete coverage of the farmland monitoring area and to ensure the connectivity of the whole network. This paper carries out an experiment based on the signal intensities of network nodes of wireless sensor in different farmland environments having crops or not at different placing heights and relative distances. In the research, an analysis is made on the attenuation relationship between the RSSI values and the distance and height between nodes. Besides, multiple linear regression methods are used to fit the propagation model of wireless signal. Then, a distance-measuring experiment is carried out according to the model, and finally the localization of unknown nodes is realized based on Gauss mixed algorithm. Average error of the experiment is 1.02m, indicating good experimental results.
引用
收藏
页码:51 / 57
页数:7
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