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5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system
The emergence of the Industry 4.0 revolution to upgrade the Internet of Things (IoT) standards provides the prominence outcomes for the future wireless communication systems called 5G. The development of 5G green communication systems suffers from the various challenges to fulfill the requirement of...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8781711/ https://www.ncbi.nlm.nih.gov/pubmed/35096498 http://dx.doi.org/10.1007/s13204-021-02152-4 |
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author | Alhayani, Bilal Kwekha-Rashid, Ameer Sardar Mahajan, Hemant B. Ilhan, Haci Uke, Nilesh Alkhayyat, Ahmed Mohammed, Husam Jasim |
author_facet | Alhayani, Bilal Kwekha-Rashid, Ameer Sardar Mahajan, Hemant B. Ilhan, Haci Uke, Nilesh Alkhayyat, Ahmed Mohammed, Husam Jasim |
author_sort | Alhayani, Bilal |
collection | PubMed |
description | The emergence of the Industry 4.0 revolution to upgrade the Internet of Things (IoT) standards provides the prominence outcomes for the future wireless communication systems called 5G. The development of 5G green communication systems suffers from the various challenges to fulfill the requirement of higher user capacity, network speed, minimum cost, and reduced resource consumption. The use of 5G standards for Industry 4.0 applications will increase data rate performance and connected device's reliability. Since the arrival of novel Covid-19 disease, there is a higher demand for smart healthcare systems worldwide. However, designing the 5G communication systems has the research challenges like optimum resource utilization, mobility management, cost-efficiency, interference management, spectral efficiency, etc. The rapid development of Artificial Intelligence (AI) across the different formats brings performance enhancement compared to conventional techniques. Therefore, introducing the AI into 5G standards will optimize the performances further considering the various end-user applications. We first present the survey of the terms like 5G standard, Industry 4.0, and some recent works for future wireless communications. The purpose is to explore the current research problems using the 5G technology. We further propose the novel architecture for smart healthcare systems using the 5G and Industry 4.0 standards. We design and implement that proposed model using the Network Simulator (NS2) to investigate the current 5G methods. The simulation results show that current 5G methods for resource management and interference management suffer from the challenges like performance trade-offs. |
format | Online Article Text |
id | pubmed-8781711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-87817112022-01-24 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system Alhayani, Bilal Kwekha-Rashid, Ameer Sardar Mahajan, Hemant B. Ilhan, Haci Uke, Nilesh Alkhayyat, Ahmed Mohammed, Husam Jasim Appl Nanosci Original Article The emergence of the Industry 4.0 revolution to upgrade the Internet of Things (IoT) standards provides the prominence outcomes for the future wireless communication systems called 5G. The development of 5G green communication systems suffers from the various challenges to fulfill the requirement of higher user capacity, network speed, minimum cost, and reduced resource consumption. The use of 5G standards for Industry 4.0 applications will increase data rate performance and connected device's reliability. Since the arrival of novel Covid-19 disease, there is a higher demand for smart healthcare systems worldwide. However, designing the 5G communication systems has the research challenges like optimum resource utilization, mobility management, cost-efficiency, interference management, spectral efficiency, etc. The rapid development of Artificial Intelligence (AI) across the different formats brings performance enhancement compared to conventional techniques. Therefore, introducing the AI into 5G standards will optimize the performances further considering the various end-user applications. We first present the survey of the terms like 5G standard, Industry 4.0, and some recent works for future wireless communications. The purpose is to explore the current research problems using the 5G technology. We further propose the novel architecture for smart healthcare systems using the 5G and Industry 4.0 standards. We design and implement that proposed model using the Network Simulator (NS2) to investigate the current 5G methods. The simulation results show that current 5G methods for resource management and interference management suffer from the challenges like performance trade-offs. Springer International Publishing 2022-01-21 2023 /pmc/articles/PMC8781711/ /pubmed/35096498 http://dx.doi.org/10.1007/s13204-021-02152-4 Text en © King Abdulaziz City for Science and Technology 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Alhayani, Bilal Kwekha-Rashid, Ameer Sardar Mahajan, Hemant B. Ilhan, Haci Uke, Nilesh Alkhayyat, Ahmed Mohammed, Husam Jasim 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title | 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title_full | 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title_fullStr | 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title_full_unstemmed | 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title_short | 5G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
title_sort | 5g standards for the industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8781711/ https://www.ncbi.nlm.nih.gov/pubmed/35096498 http://dx.doi.org/10.1007/s13204-021-02152-4 |
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