Directional charging-based scheduling strategy for multiple mobile chargers in wireless rechargeable sensor networks

被引:5
|
作者
Zhao, Chuanxin [1 ]
Zhu, Pengfei [1 ]
Zhang, Na [1 ]
Chen, Siguang [2 ]
Shao, Xing [3 ]
Wang, Yang [1 ]
机构
[1] Anhui Normal Univ, Sch Comp & Informat, Wuhu 241002, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Peoples R China
[3] Yancheng Inst Technol, Sch Informat Engn, Yancheng 224051, Peoples R China
基金
中国国家自然科学基金;
关键词
Wireless rechargeable sensor networks; Path planning; Multiple mobile chargers; Directional charging; Improved artificial bee colony algorithm;
D O I
10.1016/j.adhoc.2023.103251
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of wireless charging technology, the network lifetime of wireless sensor networks has the potential to be significantly extended. Although recent works have explored the use of mobile chargers to charge sensor nodes omnidirectionally, research on directional charging of mobile chargers is lacking. Considering the high efficiency of directional charging, this paper studies mobile charger scheduling using directional charging to achieve node energy replenishment. Initially, charging anchor points and subsets with the highest utility in the network are chosen, enabling a one-to-many directional energy supply. Subsequently, the improved artificial bee colony algorithm is employed to schedule the path planning of multiple mobile chargers. During the charging process, real-time request nodes may be inserted in the planned route, provided that charging time and battery capacity requirements are met. Simulation results demonstrate that the proposed algorithm has advantages over other methods, significantly reducing the moving path length, total energy consumption, and the number of starved nodes.
引用
收藏
页数:14
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