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Energy efficient IRS assisted 6G network for Industry 5.0

The real world applications are more prone to difficulties of challenges due to fast growth of technologies and inclusion of artificial intelligence (AI) based logical solutions. The massive internet-of-things (IoT) devices are involved in number of Industry 5.0 applications like smart healthcare, s...

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Autores principales: Taneja, Ashu, Rani, Shalli, Raza, Saleem, Jain, Amar, Sefat, Shebnam M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406880/
https://www.ncbi.nlm.nih.gov/pubmed/37550355
http://dx.doi.org/10.1038/s41598-023-39974-x
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author Taneja, Ashu
Rani, Shalli
Raza, Saleem
Jain, Amar
Sefat, Shebnam M.
author_facet Taneja, Ashu
Rani, Shalli
Raza, Saleem
Jain, Amar
Sefat, Shebnam M.
author_sort Taneja, Ashu
collection PubMed
description The real world applications are more prone to difficulties of challenges due to fast growth of technologies and inclusion of artificial intelligence (AI) based logical solutions. The massive internet-of-things (IoT) devices are involved in number of Industry 5.0 applications like smart healthcare, smart manufacturing, smart agriculture, smart transportation. Advanced wireless techniques, customization of services and different technologies are experiencing a major transformation. The desire to increase the communication reliability without adding energy overhead is the major challenge for massive IoT enabled networks. To cope up with the above challenges, Industry 5.0 requirements needs to be monitored at the remote level which again adds on the communication challenge. Use of relays in 6G based wireless networks is denied due to high requirement of energy. Therefore in this paper, Intelligent reflecting surfaces (IRSs) assisted energy constrained 6G wireless networks are studied. To provide seamless connection between the communicating mobile nodes, IRS with an array of reflecting elements are configured in the system set up. A use-case scenario of IRS enabled network in Internet-of-Underwater things (IoUT) for smart ocean transportation is also provided. The IRS assisted wireless network is evaluated for target rates achieved. A power consumption model of the IRS supported system is also proposed to optimise the energy efficiency of the system. Further, the paper evaluates the impact of number of reflecting elements N on the IRS and the phase resolution b of each element on the system performance. The energy efficiency improves by 20% for IRS with [Formula: see text] with [Formula: see text] over IRS with [Formula: see text] .
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spelling pubmed-104068802023-08-09 Energy efficient IRS assisted 6G network for Industry 5.0 Taneja, Ashu Rani, Shalli Raza, Saleem Jain, Amar Sefat, Shebnam M. Sci Rep Article The real world applications are more prone to difficulties of challenges due to fast growth of technologies and inclusion of artificial intelligence (AI) based logical solutions. The massive internet-of-things (IoT) devices are involved in number of Industry 5.0 applications like smart healthcare, smart manufacturing, smart agriculture, smart transportation. Advanced wireless techniques, customization of services and different technologies are experiencing a major transformation. The desire to increase the communication reliability without adding energy overhead is the major challenge for massive IoT enabled networks. To cope up with the above challenges, Industry 5.0 requirements needs to be monitored at the remote level which again adds on the communication challenge. Use of relays in 6G based wireless networks is denied due to high requirement of energy. Therefore in this paper, Intelligent reflecting surfaces (IRSs) assisted energy constrained 6G wireless networks are studied. To provide seamless connection between the communicating mobile nodes, IRS with an array of reflecting elements are configured in the system set up. A use-case scenario of IRS enabled network in Internet-of-Underwater things (IoUT) for smart ocean transportation is also provided. The IRS assisted wireless network is evaluated for target rates achieved. A power consumption model of the IRS supported system is also proposed to optimise the energy efficiency of the system. Further, the paper evaluates the impact of number of reflecting elements N on the IRS and the phase resolution b of each element on the system performance. The energy efficiency improves by 20% for IRS with [Formula: see text] with [Formula: see text] over IRS with [Formula: see text] . Nature Publishing Group UK 2023-08-07 /pmc/articles/PMC10406880/ /pubmed/37550355 http://dx.doi.org/10.1038/s41598-023-39974-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Taneja, Ashu
Rani, Shalli
Raza, Saleem
Jain, Amar
Sefat, Shebnam M.
Energy efficient IRS assisted 6G network for Industry 5.0
title Energy efficient IRS assisted 6G network for Industry 5.0
title_full Energy efficient IRS assisted 6G network for Industry 5.0
title_fullStr Energy efficient IRS assisted 6G network for Industry 5.0
title_full_unstemmed Energy efficient IRS assisted 6G network for Industry 5.0
title_short Energy efficient IRS assisted 6G network for Industry 5.0
title_sort energy efficient irs assisted 6g network for industry 5.0
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406880/
https://www.ncbi.nlm.nih.gov/pubmed/37550355
http://dx.doi.org/10.1038/s41598-023-39974-x
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