Energy Efficiency Time Synchronization Protocol for Wireless Sensor Networks

被引:0
作者
Wang, Fuqiang [1 ]
Wu, Xiaoming [1 ]
Liu, Zhiyong [1 ]
机构
[1] Qilu Univ Technol, Shandong Acad Sci, Shandong Comp Sci Ctr, Natl Supercomp Ctr Jinan,Shandong Prov Key Lab Co, Jinan 250014, Peoples R China
来源
2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC) | 2021年
关键词
Time Synchronization; Wireless Sensor Networks; Energy Efficiency; Time Cycle; CLOCK SYNCHRONIZATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main cost of time synchronization in Wireless Sensor Networks (WSN) is to interact information with each other through wireless transceivers, so reducing the frequency of synchronous transmission is an important way to reduce the cost of synchronization. In the paper, we propose an Energy Efficiency Time Synchronization Protocol (SETS) for WSNs. EFTS exploits the combination of ARMA (Auto Regressive Moving Average) model and Kalman filter model in time series to predict, which can not only solve the shortcoming of low prediction accuracy of ARMA in complex environment, but also make up for the shortcoming of Kalman filter prediction that cannot adapt to the non-linear change of time accuracy. EETS realizes the energy efficiency of time synchronization by adjusting the feedback of synchronization cycle adaptively under certain error limitation. We further build a prototype system and the validation results confirm the effectiveness of EETS and show energy efficiency for WSNs.
引用
收藏
页码:5649 / 5654
页数:6
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