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Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks
This paper proposes an optimal resource allocation method. The method is to maximize the Energy Efficiency (EE) for an Energy Harvesting (EH) enabled underlay Cognitive Radio (CR) network. First, we assumed the Secondary Users (SUs) can harvest energy from the surrounding Radio Frequency (RF) signal...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815583/ https://www.ncbi.nlm.nih.gov/pubmed/36602985 http://dx.doi.org/10.1371/journal.pone.0279886 |
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author | Liao, Jianbin Yu, Hongliang Jiang, Weibin Lin, Ruiquan Wang, Jun |
author_facet | Liao, Jianbin Yu, Hongliang Jiang, Weibin Lin, Ruiquan Wang, Jun |
author_sort | Liao, Jianbin |
collection | PubMed |
description | This paper proposes an optimal resource allocation method. The method is to maximize the Energy Efficiency (EE) for an Energy Harvesting (EH) enabled underlay Cognitive Radio (CR) network. First, we assumed the Secondary Users (SUs) can harvest energy from the surrounding Radio Frequency (RF) signals. Then, we modelled the EE maximisation problem as a joint time and power optimization model. Next, the optimal EH time allocation factor can be calculated. After that the optimal power allocation strategy can be obtain by the fractional programming and Lagrange multiplier method. Finally simulation results show that the proposed iterative method can be better performance advantages compared with the exhaustive method and genetic algorithm. And the EE of this system model is significantly improved compared to the EE model without considering EH. |
format | Online Article Text |
id | pubmed-9815583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-98155832023-01-06 Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks Liao, Jianbin Yu, Hongliang Jiang, Weibin Lin, Ruiquan Wang, Jun PLoS One Research Article This paper proposes an optimal resource allocation method. The method is to maximize the Energy Efficiency (EE) for an Energy Harvesting (EH) enabled underlay Cognitive Radio (CR) network. First, we assumed the Secondary Users (SUs) can harvest energy from the surrounding Radio Frequency (RF) signals. Then, we modelled the EE maximisation problem as a joint time and power optimization model. Next, the optimal EH time allocation factor can be calculated. After that the optimal power allocation strategy can be obtain by the fractional programming and Lagrange multiplier method. Finally simulation results show that the proposed iterative method can be better performance advantages compared with the exhaustive method and genetic algorithm. And the EE of this system model is significantly improved compared to the EE model without considering EH. Public Library of Science 2023-01-05 /pmc/articles/PMC9815583/ /pubmed/36602985 http://dx.doi.org/10.1371/journal.pone.0279886 Text en © 2023 Liao et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Liao, Jianbin Yu, Hongliang Jiang, Weibin Lin, Ruiquan Wang, Jun Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title | Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title_full | Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title_fullStr | Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title_full_unstemmed | Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title_short | Optimal resource allocation method for energy harvesting based underlay Cognitive Radio networks |
title_sort | optimal resource allocation method for energy harvesting based underlay cognitive radio networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815583/ https://www.ncbi.nlm.nih.gov/pubmed/36602985 http://dx.doi.org/10.1371/journal.pone.0279886 |
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