An Uneven Cluster-Based Mobile Charging Algorithm for Wireless Rechargeable Sensor Networks

被引:86
作者
Han, Guangjie [1 ]
Guan, Haofei [1 ]
Wu, Jiawei [1 ]
Chan, Sammy [2 ]
Shu, Lei [3 ,4 ]
Zhang, Wenbo [5 ]
机构
[1] Hohai Univ, Dept Informat & Commun Syst, Changzhou 213022, Peoples R China
[2] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
[3] Nanjing Agr Univ, Coll Engn, Nanjing 210095, Jiangsu, Peoples R China
[4] Univ Lincoln, Lincoln LN6 7TS, England
[5] Shenyang Ligong Univ, Sch Informat Sci & Engn, Shenyang 110159, Liaoning, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2019年 / 13卷 / 04期
基金
中国国家自然科学基金;
关键词
Multi-hop energy transfer; uneven clustering; wireless rechargeable sensor networks (WRSN);
D O I
10.1109/JSYST.2018.2879084
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless rechargeable sensor networks (WRSN) have attracted considerable attention in recent years due to the constant energy supply for battery-powered sensor nodes. However, current technologies only enable the mobile charger to replenish energy for one single node at a time. This method has poor scalability and is not suitable for large-scale WRSNs. Recently, wireless energy transfer technology based on multi-hop energy transfer has made great progress. It provides fundamental support to alleviate the scalability problem. In this paper, the node energy replenishment problem is formulated into an optimization problem. The optimization objective is to minimize the number of non-functional nodes. We propose the uneven cluster-based mobile charging (UCMC) algorithm for WRSNs. An uneven clustering scheme and a novel charging path planning scheme are incorporated in the UCMC algorithm. The simulation results verify that the proposed algorithm can achieve energy balance, reduce the number of dead nodes, and prolong the network lifetime.
引用
收藏
页码:3747 / 3758
页数:12
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