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Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks

With the development of wireless sensor networks (WSNs), energy constraints and network security have become the main problems. This paper discusses the dynamic of the Susceptible, Infected, Low-energy, Susceptible model under pulse charging (SILS-P) in wireless rechargeable sensor networks. After t...

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Detalles Bibliográficos
Autores principales: Liu, Guiyun, Huang, Ziyi, Wu, Xilai, Liang, Zhongwei, Hong, Fenghuo, Su, Xiaokai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394203/
https://www.ncbi.nlm.nih.gov/pubmed/34441067
http://dx.doi.org/10.3390/e23080927
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author Liu, Guiyun
Huang, Ziyi
Wu, Xilai
Liang, Zhongwei
Hong, Fenghuo
Su, Xiaokai
author_facet Liu, Guiyun
Huang, Ziyi
Wu, Xilai
Liang, Zhongwei
Hong, Fenghuo
Su, Xiaokai
author_sort Liu, Guiyun
collection PubMed
description With the development of wireless sensor networks (WSNs), energy constraints and network security have become the main problems. This paper discusses the dynamic of the Susceptible, Infected, Low-energy, Susceptible model under pulse charging (SILS-P) in wireless rechargeable sensor networks. After the construction of the model, the local stability and global stability of the malware-free T-period solution of the model are analyzed, and the threshold [Formula: see text] is obtained. Then, using the comparison theorem and Floquet theorem, we obtain the relationship between [Formula: see text] and the stability. In order to make the conclusion more intuitive, we use simulation to reveal the impact of parameters on [Formula: see text]. In addition, the paper discusses the continuous charging model, and reveals its dynamic by simulation. Finally, the paper compares three charging strategies: pulse charging, continuous charging and non-charging and obtains the relationship between their threshold values and system parameters.
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spelling pubmed-83942032021-08-28 Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks Liu, Guiyun Huang, Ziyi Wu, Xilai Liang, Zhongwei Hong, Fenghuo Su, Xiaokai Entropy (Basel) Article With the development of wireless sensor networks (WSNs), energy constraints and network security have become the main problems. This paper discusses the dynamic of the Susceptible, Infected, Low-energy, Susceptible model under pulse charging (SILS-P) in wireless rechargeable sensor networks. After the construction of the model, the local stability and global stability of the malware-free T-period solution of the model are analyzed, and the threshold [Formula: see text] is obtained. Then, using the comparison theorem and Floquet theorem, we obtain the relationship between [Formula: see text] and the stability. In order to make the conclusion more intuitive, we use simulation to reveal the impact of parameters on [Formula: see text]. In addition, the paper discusses the continuous charging model, and reveals its dynamic by simulation. Finally, the paper compares three charging strategies: pulse charging, continuous charging and non-charging and obtains the relationship between their threshold values and system parameters. MDPI 2021-07-21 /pmc/articles/PMC8394203/ /pubmed/34441067 http://dx.doi.org/10.3390/e23080927 Text en © 2021 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, Guiyun
Huang, Ziyi
Wu, Xilai
Liang, Zhongwei
Hong, Fenghuo
Su, Xiaokai
Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title_full Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title_fullStr Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title_full_unstemmed Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title_short Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks
title_sort modelling and analysis of the epidemic model under pulse charging in wireless rechargeable sensor networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394203/
https://www.ncbi.nlm.nih.gov/pubmed/34441067
http://dx.doi.org/10.3390/e23080927
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