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An Overview of Machine Learning and 5G for People with Disabilities

Currently, over a billion people, including children (or about 15% of the world’s population), are estimated to be living with disability, and this figure is going to increase to beyond two billion by 2050. People with disabilities generally experience poorer levels of health, fewer achievements in...

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Detalles Bibliográficos
Autor principal: Domingo, Mari Carmen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622934/
https://www.ncbi.nlm.nih.gov/pubmed/34833648
http://dx.doi.org/10.3390/s21227572
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author Domingo, Mari Carmen
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description Currently, over a billion people, including children (or about 15% of the world’s population), are estimated to be living with disability, and this figure is going to increase to beyond two billion by 2050. People with disabilities generally experience poorer levels of health, fewer achievements in education, fewer economic opportunities, and higher rates of poverty. Artificial intelligence and 5G can make major contributions towards the assistance of people with disabilities, so they can achieve a good quality of life. In this paper, an overview of machine learning and 5G for people with disabilities is provided. For this purpose, the proposed 5G network slicing architecture for disabled people is introduced. Different application scenarios and their main benefits are considered to illustrate the interaction of machine learning and 5G. Critical challenges have been identified and addressed.
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spelling pubmed-86229342021-11-27 An Overview of Machine Learning and 5G for People with Disabilities Domingo, Mari Carmen Sensors (Basel) Review Currently, over a billion people, including children (or about 15% of the world’s population), are estimated to be living with disability, and this figure is going to increase to beyond two billion by 2050. People with disabilities generally experience poorer levels of health, fewer achievements in education, fewer economic opportunities, and higher rates of poverty. Artificial intelligence and 5G can make major contributions towards the assistance of people with disabilities, so they can achieve a good quality of life. In this paper, an overview of machine learning and 5G for people with disabilities is provided. For this purpose, the proposed 5G network slicing architecture for disabled people is introduced. Different application scenarios and their main benefits are considered to illustrate the interaction of machine learning and 5G. Critical challenges have been identified and addressed. MDPI 2021-11-14 /pmc/articles/PMC8622934/ /pubmed/34833648 http://dx.doi.org/10.3390/s21227572 Text en © 2021 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Domingo, Mari Carmen
An Overview of Machine Learning and 5G for People with Disabilities
title An Overview of Machine Learning and 5G for People with Disabilities
title_full An Overview of Machine Learning and 5G for People with Disabilities
title_fullStr An Overview of Machine Learning and 5G for People with Disabilities
title_full_unstemmed An Overview of Machine Learning and 5G for People with Disabilities
title_short An Overview of Machine Learning and 5G for People with Disabilities
title_sort overview of machine learning and 5g for people with disabilities
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622934/
https://www.ncbi.nlm.nih.gov/pubmed/34833648
http://dx.doi.org/10.3390/s21227572
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