Collaborative Hybrid Charging Scheduling in Wireless Rechargeable Sensor Networks

被引:16
作者
Chen, Jingjing [1 ]
Yu, Chang Wu [2 ]
Cheng, Rei-Heng [3 ]
机构
[1] Longyan Univ, Longyan 364000, Peoples R China
[2] Chung Hua Univ, Dept Comp Sci & Informat Engn, Hsinchu 30012, Taiwan
[3] Yango Univ, Coll Artificial Intelligence, Fuzhou 350000, Peoples R China
关键词
Drones; Inductive charging; Wireless sensor networks; Optimal scheduling; Batteries; Wireless communication; Job shop scheduling; Hybrid charging scheduling; wireless charging drones; wireless charging vehicles; wireless rechargeable sensor networks; POWER TRANSFER; MAXIMIZATION; MECHANISM; FRAMEWORK;
D O I
10.1109/TVT.2022.3176909
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Wireless rechargeable sensor networks (WRSNs) employ wireless charging transfer technology to provide dynamic energy replenishment for sensors. Previous related research considers enhancing the flexibility of WRSNs with the use of wireless charging vehicles (WCVs). Although this research prolongs network lifetime to some extent, there still exist two essential drawbacks: off-road limitation and traveling speed limitation. Benefiting from the intrinsic flexibility, high flight speed, low cost and small size, wireless charging drones (drones) have great potentials to be used to charge sensors in WRSNs. However, suffering from limited battery capacities, it is impossible to use drones for charging sensors in large WRSNs independently. To conquer the drawbacks of WCVs and drones, we propose a novel WRSN model which integrates WCVs, WCV-carried drones and independent drones to construct an efficient novel charging system. The proposed system, which aims to extend network lifetime and to minimize the time of charging scheduling on premise of satisfying charging requests with the cooperation of WCVs and drones. Thus, we develop a novel charging scheduling scheme, which divides the sensing region into three circular sub-regions for scheduling the WCVs or drones collaboratively. Sensor nodes located in the inner ring are charged by independent drones directly from the base station. Nodes located in the middle ring are charged by WCVs, while the outer ring charged by WCV-carried drones. Simulation results show that our scheduling scheme outperforms multiple WCVs which either employ temporal or distantial priority scheme and earliest-deadline first scheme with respect to the lifetime and network charging efficiency.
引用
收藏
页码:8994 / 9010
页数:17
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