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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2021
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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 |
author_facet | Domingo, Mari Carmen |
author_sort | Domingo, Mari Carmen |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-8622934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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