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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...

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Autores principales: Alhayani, Bilal, Kwekha-Rashid, Ameer Sardar, Mahajan, Hemant B., Ilhan, Haci, Uke, Nilesh, Alkhayyat, Ahmed, Mohammed, Husam Jasim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
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.
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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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