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Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device

Mobile charging devices (MCDs) have been regarded as a promising way to solve the energy shortage of wireless sensor networks. Due to ignoring some important factors, such as redundant sensor nodes, there is still room to improve network lifetimes. We propose a charging strategy for wireless sensor...

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Detalles Bibliográficos
Autores principales: Liu, Guoqing, Chen, Yaqian, Jiao, Wanguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534412/
https://www.ncbi.nlm.nih.gov/pubmed/37766000
http://dx.doi.org/10.3390/s23187943
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author Liu, Guoqing
Chen, Yaqian
Jiao, Wanguo
author_facet Liu, Guoqing
Chen, Yaqian
Jiao, Wanguo
author_sort Liu, Guoqing
collection PubMed
description Mobile charging devices (MCDs) have been regarded as a promising way to solve the energy shortage of wireless sensor networks. Due to ignoring some important factors, such as redundant sensor nodes, there is still room to improve network lifetimes. We propose a charging strategy for wireless sensor networks with one energy-limited MCD. To give the best support for sensor nodes which need charging the most, an algorithm is proposed to find the minimum sensor nodes which keep the coverage and connectivity of the network and have the least energy requirements. Then, the goal of maximizing network lifetime is changed into how to utilize the limited energy of the MCD to guarantee the minimum sensor nodes work as long as possible. If the MCD has enough energy for all sensor nodes, the charging algorithm is designed to minimize the outage time of the network and maximize charging efficiency. Otherwise, if the energy capacity is larger than the least energy requirement, the charging target minimizes the outage time of the minimum sensor node; otherwise the charging problem becomes maximizing the lifetime of minimum sensor nodes, which has lower complexity. The results of simulation experiments confirm that our scheme prolongs network lifetime and improves charging efficiency.
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spelling pubmed-105344122023-09-29 Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device Liu, Guoqing Chen, Yaqian Jiao, Wanguo Sensors (Basel) Article Mobile charging devices (MCDs) have been regarded as a promising way to solve the energy shortage of wireless sensor networks. Due to ignoring some important factors, such as redundant sensor nodes, there is still room to improve network lifetimes. We propose a charging strategy for wireless sensor networks with one energy-limited MCD. To give the best support for sensor nodes which need charging the most, an algorithm is proposed to find the minimum sensor nodes which keep the coverage and connectivity of the network and have the least energy requirements. Then, the goal of maximizing network lifetime is changed into how to utilize the limited energy of the MCD to guarantee the minimum sensor nodes work as long as possible. If the MCD has enough energy for all sensor nodes, the charging algorithm is designed to minimize the outage time of the network and maximize charging efficiency. Otherwise, if the energy capacity is larger than the least energy requirement, the charging target minimizes the outage time of the minimum sensor node; otherwise the charging problem becomes maximizing the lifetime of minimum sensor nodes, which has lower complexity. The results of simulation experiments confirm that our scheme prolongs network lifetime and improves charging efficiency. MDPI 2023-09-17 /pmc/articles/PMC10534412/ /pubmed/37766000 http://dx.doi.org/10.3390/s23187943 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Guoqing
Chen, Yaqian
Jiao, Wanguo
Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title_full Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title_fullStr Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title_full_unstemmed Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title_short Maximize Lifetime of Wireless Rechargeable Sensor Networks with Mobile Energy-Limited Charging Device
title_sort maximize lifetime of wireless rechargeable sensor networks with mobile energy-limited charging device
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534412/
https://www.ncbi.nlm.nih.gov/pubmed/37766000
http://dx.doi.org/10.3390/s23187943
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