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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Autor principal:	Mari Carmen Domingo
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	machine learning 5G people with disabilities wireless communication network slicing architecture applications Chemical technology TP1-1185
Acceso en línea:	https://doaj.org/article/adbc66b7d11444609e105d090a9118ed
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spelling	oai:doaj.org-article:adbc66b7d11444609e105d090a9118ed2021-11-25T18:57:32ZAn Overview of Machine Learning and 5G for People with Disabilities10.3390/s212275721424-8220https://doaj.org/article/adbc66b7d11444609e105d090a9118ed2021-11-01T00:00:00Zhttps://www.mdpi.com/1424-8220/21/22/7572https://doaj.org/toc/1424-8220Currently, 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.Mari Carmen DomingoMDPI AGarticlemachine learning5Gpeople with disabilitieswireless communicationnetwork slicing architectureapplicationsChemical technologyTP1-1185ENSensors, Vol 21, Iss 7572, p 7572 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	machine learning 5G people with disabilities wireless communication network slicing architecture applications Chemical technology TP1-1185
spellingShingle	machine learning 5G people with disabilities wireless communication network slicing architecture applications Chemical technology TP1-1185 Mari Carmen Domingo An Overview of Machine Learning and 5G for People with Disabilities
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	article
author	Mari Carmen Domingo
author_facet	Mari Carmen Domingo
author_sort	Mari Carmen Domingo
title	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_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_sort	overview of machine learning and 5g for people with disabilities
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/adbc66b7d11444609e105d090a9118ed
work_keys_str_mv	AT maricarmendomingo anoverviewofmachinelearningand5gforpeoplewithdisabilities AT maricarmendomingo overviewofmachinelearningand5gforpeoplewithdisabilities
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An Overview of Machine Learning and 5G for People with Disabilities

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