Cargando…

A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage

Recently, wireless energy transfer technology becomes a popular way to address energy shortage in wireless sensor networks. The capacity of the mobile wireless charging car (WCV) and the wireless channel between the WCV and the sensor are two important factors influencing the energy efficiency of th...

Descripción completa

Detalles Bibliográficos
Autores principales: Tian, Mengqiu, Jiao, Wanguo, Liu, Jiaming, Ma, Siyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6766825/
https://www.ncbi.nlm.nih.gov/pubmed/31505867
http://dx.doi.org/10.3390/s19183887
_version_ 1783454776336318464
author Tian, Mengqiu
Jiao, Wanguo
Liu, Jiaming
Ma, Siyuan
author_facet Tian, Mengqiu
Jiao, Wanguo
Liu, Jiaming
Ma, Siyuan
author_sort Tian, Mengqiu
collection PubMed
description Recently, wireless energy transfer technology becomes a popular way to address energy shortage in wireless sensor networks. The capacity of the mobile wireless charging car (WCV) and the wireless channel between the WCV and the sensor are two important factors influencing the energy efficiency of the wireless sensor network, which has not been well considered. In this paper, we study the energy efficiency of a wireless rechargeable sensor network charged by a finite capacity WCV through an imperfect wireless channel. To estimate the energy efficiency, we first propose a new metric named waste rate, which is defined as a function of the charging channel quality. Then, energy efficiency optimization is modeled as minimizing the waste rate. Through optimizing the distance between the WCV and sensor nodes, the set of optimal charging sensor nodes is obtained. By using the Hamiltonian circle, the nearest neighbor algorithm is proposed to find the traveling path of the WCV. Furthermore, to avoid the untimely death of sensor nodes and the coverage hole, an extended node dynamic replacement strategy is proposed. The simulation results show that the proposed method can reduce the waste rate and the total charging time; i.e., the sum of traveling time and charging delay can be significantly reduced, which indicates that the proposed algorithm can improve the energy efficiency of the network.
format Online
Article
Text
id pubmed-6766825
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-67668252019-10-02 A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage Tian, Mengqiu Jiao, Wanguo Liu, Jiaming Ma, Siyuan Sensors (Basel) Article Recently, wireless energy transfer technology becomes a popular way to address energy shortage in wireless sensor networks. The capacity of the mobile wireless charging car (WCV) and the wireless channel between the WCV and the sensor are two important factors influencing the energy efficiency of the wireless sensor network, which has not been well considered. In this paper, we study the energy efficiency of a wireless rechargeable sensor network charged by a finite capacity WCV through an imperfect wireless channel. To estimate the energy efficiency, we first propose a new metric named waste rate, which is defined as a function of the charging channel quality. Then, energy efficiency optimization is modeled as minimizing the waste rate. Through optimizing the distance between the WCV and sensor nodes, the set of optimal charging sensor nodes is obtained. By using the Hamiltonian circle, the nearest neighbor algorithm is proposed to find the traveling path of the WCV. Furthermore, to avoid the untimely death of sensor nodes and the coverage hole, an extended node dynamic replacement strategy is proposed. The simulation results show that the proposed method can reduce the waste rate and the total charging time; i.e., the sum of traveling time and charging delay can be significantly reduced, which indicates that the proposed algorithm can improve the energy efficiency of the network. MDPI 2019-09-09 /pmc/articles/PMC6766825/ /pubmed/31505867 http://dx.doi.org/10.3390/s19183887 Text en © 2019 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
Tian, Mengqiu
Jiao, Wanguo
Liu, Jiaming
Ma, Siyuan
A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title_full A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title_fullStr A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title_full_unstemmed A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title_short A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage
title_sort charging algorithm for the wireless rechargeable sensor network with imperfect charging channel and finite energy storage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6766825/
https://www.ncbi.nlm.nih.gov/pubmed/31505867
http://dx.doi.org/10.3390/s19183887
work_keys_str_mv AT tianmengqiu achargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT jiaowanguo achargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT liujiaming achargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT masiyuan achargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT tianmengqiu chargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT jiaowanguo chargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT liujiaming chargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage
AT masiyuan chargingalgorithmforthewirelessrechargeablesensornetworkwithimperfectchargingchannelandfiniteenergystorage