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Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks

In wireless powered communication networks (WPCNs), it is essential to research energy efficiency fairness in order to evaluate the balance of nodes for receiving information and harvesting energy. In this paper, we propose an efficient iterative algorithm for optimal energy efficiency proportional...

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Detalles Bibliográficos
Autores principales: Zhang, Jing, Zhou, Qingjie, Ng, Derrick Wing Kwan, Jo, Minho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621001/
https://www.ncbi.nlm.nih.gov/pubmed/28914818
http://dx.doi.org/10.3390/s17092125
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author Zhang, Jing
Zhou, Qingjie
Ng, Derrick Wing Kwan
Jo, Minho
author_facet Zhang, Jing
Zhou, Qingjie
Ng, Derrick Wing Kwan
Jo, Minho
author_sort Zhang, Jing
collection PubMed
description In wireless powered communication networks (WPCNs), it is essential to research energy efficiency fairness in order to evaluate the balance of nodes for receiving information and harvesting energy. In this paper, we propose an efficient iterative algorithm for optimal energy efficiency proportional fairness in WPCN. The main idea is to use stochastic geometry to derive the mean proportionally fairness utility function with respect to user association probability and receive threshold. Subsequently, we prove that the relaxed proportionally fairness utility function is a concave function for user association probability and receive threshold, respectively. At the same time, a sub-optimal algorithm by exploiting alternating optimization approach is proposed. Through numerical simulations, we demonstrate that our sub-optimal algorithm can obtain a result close to optimal energy efficiency proportional fairness with significant reduction of computational complexity.
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spelling pubmed-56210012017-10-03 Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks Zhang, Jing Zhou, Qingjie Ng, Derrick Wing Kwan Jo, Minho Sensors (Basel) Article In wireless powered communication networks (WPCNs), it is essential to research energy efficiency fairness in order to evaluate the balance of nodes for receiving information and harvesting energy. In this paper, we propose an efficient iterative algorithm for optimal energy efficiency proportional fairness in WPCN. The main idea is to use stochastic geometry to derive the mean proportionally fairness utility function with respect to user association probability and receive threshold. Subsequently, we prove that the relaxed proportionally fairness utility function is a concave function for user association probability and receive threshold, respectively. At the same time, a sub-optimal algorithm by exploiting alternating optimization approach is proposed. Through numerical simulations, we demonstrate that our sub-optimal algorithm can obtain a result close to optimal energy efficiency proportional fairness with significant reduction of computational complexity. MDPI 2017-09-15 /pmc/articles/PMC5621001/ /pubmed/28914818 http://dx.doi.org/10.3390/s17092125 Text en © 2017 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
Zhang, Jing
Zhou, Qingjie
Ng, Derrick Wing Kwan
Jo, Minho
Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title_full Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title_fullStr Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title_full_unstemmed Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title_short Optimal Energy Efficiency Fairness of Nodes in Wireless Powered Communication Networks
title_sort optimal energy efficiency fairness of nodes in wireless powered communication networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621001/
https://www.ncbi.nlm.nih.gov/pubmed/28914818
http://dx.doi.org/10.3390/s17092125
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