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From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey

Due to the rapid development of the fifth-generation (5G) applications, and increased demand for even faster communication networks, we expected to witness the birth of a new 6G technology within the next ten years. Many references suggested that the 6G wireless network standard may arrive around 20...

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Main Authors: Mahdi M.N., Ahmad A.R., Qassim Q.S., Natiq H., Subhi M.A., Mahmoud M.
Other Authors: 56727803900
Format: Article
Published: MDPI 2023
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spelling my.uniten.dspace-260192023-05-29T17:06:07Z From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey Mahdi M.N. Ahmad A.R. Qassim Q.S. Natiq H. Subhi M.A. Mahmoud M. 56727803900 35589598800 36613541700 57200216084 57205154762 55247787300 Due to the rapid development of the fifth-generation (5G) applications, and increased demand for even faster communication networks, we expected to witness the birth of a new 6G technology within the next ten years. Many references suggested that the 6G wireless network standard may arrive around 2030. Therefore, this paper presents a critical analysis of 5G wireless networks�, significant technological limitations and reviews the anticipated challenges of the 6G communication networks. In this work, we have considered the applications of three of the highly demanding domains, namely: energy, Internet-of-Things (IoT) and machine learning. To this end, we present our vision on how the 6G communication networks should look like to support the applications of these domains. This work presents a thorough review of 370 papers on the application of energy, IoT and machine learning in 5G and 6G from three major libraries: Web of Science, ACM Digital Library, and IEEE Explore. The main contribution of this work is to provide a more comprehensive perspective, challenges, requirements, and context for potential work in the 6G communication standard. � 2021 by the authors. Licensee MDPI, Basel, Switzerland. Final 2023-05-29T09:06:07Z 2023-05-29T09:06:07Z 2021 Article 10.3390/app11178117 2-s2.0-85114237678 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114237678&doi=10.3390%2fapp11178117&partnerID=40&md5=0ee43035cfaebafde157dff2c06d0ef7 https://irepository.uniten.edu.my/handle/123456789/26019 11 17 8117 All Open Access, Gold MDPI Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Due to the rapid development of the fifth-generation (5G) applications, and increased demand for even faster communication networks, we expected to witness the birth of a new 6G technology within the next ten years. Many references suggested that the 6G wireless network standard may arrive around 2030. Therefore, this paper presents a critical analysis of 5G wireless networks�, significant technological limitations and reviews the anticipated challenges of the 6G communication networks. In this work, we have considered the applications of three of the highly demanding domains, namely: energy, Internet-of-Things (IoT) and machine learning. To this end, we present our vision on how the 6G communication networks should look like to support the applications of these domains. This work presents a thorough review of 370 papers on the application of energy, IoT and machine learning in 5G and 6G from three major libraries: Web of Science, ACM Digital Library, and IEEE Explore. The main contribution of this work is to provide a more comprehensive perspective, challenges, requirements, and context for potential work in the 6G communication standard. � 2021 by the authors. Licensee MDPI, Basel, Switzerland.
author2 56727803900
author_facet 56727803900
Mahdi M.N.
Ahmad A.R.
Qassim Q.S.
Natiq H.
Subhi M.A.
Mahmoud M.
format Article
author Mahdi M.N.
Ahmad A.R.
Qassim Q.S.
Natiq H.
Subhi M.A.
Mahmoud M.
spellingShingle Mahdi M.N.
Ahmad A.R.
Qassim Q.S.
Natiq H.
Subhi M.A.
Mahmoud M.
From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
author_sort Mahdi M.N.
title From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
title_short From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
title_full From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
title_fullStr From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
title_full_unstemmed From 5g to 6g technology: Meets energy, internet-of-things and machine learning: A survey
title_sort from 5g to 6g technology: meets energy, internet-of-things and machine learning: a survey
publisher MDPI
publishDate 2023
_version_ 1806423500651495424
score 13.222552

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