Cargando…

Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks

In solar-powered wireless sensor networks (SP-WSNs), sensor nodes can continuously harvest energy to relieve the energy constraint problem in battery-powered WSNs. With the advent of wireless power transmission (WPT) technology, the nodes can be charged remotely if the energy harvested is insufficie...

Descripción completa

Detalles Bibliográficos
Autores principales: Son, Youngjae, Kang, Minjae, Kim, Younghyun, Yoon, Ikjune, Noh, Dong Kun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374328/
https://www.ncbi.nlm.nih.gov/pubmed/32629996
http://dx.doi.org/10.3390/s20133668
_version_ 1783561673364209664
author Son, Youngjae
Kang, Minjae
Kim, Younghyun
Yoon, Ikjune
Noh, Dong Kun
author_facet Son, Youngjae
Kang, Minjae
Kim, Younghyun
Yoon, Ikjune
Noh, Dong Kun
author_sort Son, Youngjae
collection PubMed
description In solar-powered wireless sensor networks (SP-WSNs), sensor nodes can continuously harvest energy to relieve the energy constraint problem in battery-powered WSNs. With the advent of wireless power transmission (WPT) technology, the nodes can be charged remotely if the energy harvested is insufficient. However, even in SP-WSNs with WPT, an energy imbalance problem is observed, in which the energy consumption of the nodes around a sink node increases abnormally if the sink node is stationary. To solve this problem, recent studies have been conducted using a mobile sink node instead of a stationary one. Generally, a clustering scheme is used for the efficient utilization of a mobile sink. However, even in the case of mobile sinks, it is still necessary to minimize the energy burden of the cluster heads and their surrounding nodes. In this study, we propose a scheme that mitigates the energy imbalance problem of SP-WSNs by using a WPT-capable mobile sink and an efficient clustering scheme. In the proposed scheme, the energy imbalance is minimized by electing the cluster heads effectively after considering the energy state of the nodes, and by enabling the sink node to charge the energy of the cluster heads while collecting data from them. Consequently, this scheme allows the sink node to collect more data with fewer blackouts of the sensor nodes.
format Online
Article
Text
id pubmed-7374328
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-73743282020-08-06 Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks Son, Youngjae Kang, Minjae Kim, Younghyun Yoon, Ikjune Noh, Dong Kun Sensors (Basel) Article In solar-powered wireless sensor networks (SP-WSNs), sensor nodes can continuously harvest energy to relieve the energy constraint problem in battery-powered WSNs. With the advent of wireless power transmission (WPT) technology, the nodes can be charged remotely if the energy harvested is insufficient. However, even in SP-WSNs with WPT, an energy imbalance problem is observed, in which the energy consumption of the nodes around a sink node increases abnormally if the sink node is stationary. To solve this problem, recent studies have been conducted using a mobile sink node instead of a stationary one. Generally, a clustering scheme is used for the efficient utilization of a mobile sink. However, even in the case of mobile sinks, it is still necessary to minimize the energy burden of the cluster heads and their surrounding nodes. In this study, we propose a scheme that mitigates the energy imbalance problem of SP-WSNs by using a WPT-capable mobile sink and an efficient clustering scheme. In the proposed scheme, the energy imbalance is minimized by electing the cluster heads effectively after considering the energy state of the nodes, and by enabling the sink node to charge the energy of the cluster heads while collecting data from them. Consequently, this scheme allows the sink node to collect more data with fewer blackouts of the sensor nodes. MDPI 2020-06-30 /pmc/articles/PMC7374328/ /pubmed/32629996 http://dx.doi.org/10.3390/s20133668 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Son, Youngjae
Kang, Minjae
Kim, Younghyun
Yoon, Ikjune
Noh, Dong Kun
Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title_full Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title_fullStr Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title_full_unstemmed Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title_short Energy-Efficient Cluster Management Using a Mobile Charger for Solar-Powered Wireless Sensor Networks
title_sort energy-efficient cluster management using a mobile charger for solar-powered wireless sensor networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374328/
https://www.ncbi.nlm.nih.gov/pubmed/32629996
http://dx.doi.org/10.3390/s20133668
work_keys_str_mv AT sonyoungjae energyefficientclustermanagementusingamobilechargerforsolarpoweredwirelesssensornetworks
AT kangminjae energyefficientclustermanagementusingamobilechargerforsolarpoweredwirelesssensornetworks
AT kimyounghyun energyefficientclustermanagementusingamobilechargerforsolarpoweredwirelesssensornetworks
AT yoonikjune energyefficientclustermanagementusingamobilechargerforsolarpoweredwirelesssensornetworks
AT nohdongkun energyefficientclustermanagementusingamobilechargerforsolarpoweredwirelesssensornetworks