Lifespan-Balance-Based Energy-Efficient Routing for Rechargeable Wireless Sensor Networks

被引:5
|
作者
Guo, Haobo [1 ]
Wu, Runze [1 ]
Qi, Bing [1 ]
Liu, Zifa [1 ]
机构
[1] North China Elect Power Univ, Dept State Key Lab Alternate Elect Power Syst Ren, Beijing 102200, Peoples R China
基金
中国国家自然科学基金;
关键词
Routing; Wireless sensor networks; Energy efficiency; Quality of service; Sensors; Wireless communication; Optimization; Wireless recharging; lifespan balance; energy-efficient routing; quality of service; Internet of Things; rechargeable wireless sensor networks; ALGORITHM; INTERNET;
D O I
10.1109/JSEN.2021.3124922
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
The rechargeable wireless sensor networks provide efficient data services for many applications in the Internet of Things (IoT), in which the sensors can be recharged continuously. Wireless recharging technology has been widely studied and applied. Reasonable energy allocation and identification of the nodes which need recharging in each round is key to the technology. According to dynamic recharging planning, it is crucial to improve energy efficiency in networks with excellent Quality of Service (QoS). Hence, a lifespan-balance-based energy-efficient routing is proposed. The optimization problem of maximizing recharging payoff is first designed and it is solved by our heuristic algorithm, which enables dynamic adjustment of the ratio of moving time to recharging time according to energy states of nodes. Then the QoS routing based on multi-hop strategy which integrates multiple related factors is designed. Finally, the indicator which contains energy supplement to quantify lifespan is designed. Combined with our QoS routing, the method of lifespan balance based on the global relay range regulation is proposed to maximize the minimum lifespan of all nodes intelligently. The simulation result shows that our algorithm can improve the energy efficiency with excellent QoS in the studied networks and prolong the network lifetime.
引用
收藏
页码:28131 / 28142
页数:12
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