4.7 Article

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

Journal

IEEE SENSORS JOURNAL
Volume 21, Issue 24, Pages 28131-28142

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2021.3124922

Keywords

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

Funding

  1. National Natural Science Foundation of China [51977074]

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A lifespan-balance-based energy-efficient routing scheme is proposed to optimize energy efficiency and QoS in wireless sensor networks, adjusting the ratio of moving time to recharging time dynamically. The QoS routing based on multi-hop strategy is designed to integrate multiple related factors. Simulation results show that the proposed algorithm can improve energy efficiency and prolong network lifetime effectively.
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.

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