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Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education
China has entered a new fifth-generation (5G) technological period, college students are relatively fast to absorb new things, and conventional teaching methods are incapable of properly stimulating students' interest in sporting activities. As a result, the 5G integrated teaching paradigm, whi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9242758/ https://www.ncbi.nlm.nih.gov/pubmed/35785093 http://dx.doi.org/10.1155/2022/2115041 |
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author | Zhang, Yuanfeng Majed, |
author_facet | Zhang, Yuanfeng Majed, |
author_sort | Zhang, Yuanfeng |
collection | PubMed |
description | China has entered a new fifth-generation (5G) technological period, college students are relatively fast to absorb new things, and conventional teaching methods are incapable of properly stimulating students' interest in sporting activities. As a result, the 5G integrated teaching paradigm, which is based on communication technology, is an unavoidable reform of sports remote education. For a long time, technology and sports have been inextricably linked. However, new possibilities on the Internet are fast developing, resulting in massive volumes of data. In this paper, we propose a novel 5G framework for efficient sports distance education. Initially, the sports dataset is preprocessed using normalization, and the features are extracted using Principal Component Analysis (PCA). Following feature selection, a Hierarchical Multiscale Convolutional Neural Network (HM-CNN) is used to categorize and initialize the 5G utilizing the Enhanced Transfer Control Protocol (E-TCP) for efficient data transmission. The Elevated Ant Colony Optimization Algorithm improves the performance of the suggested system even more (EACO). The experimental results indicate that 5G integrated education reform based on communication technology may successfully enhance the number of college students' sports population. |
format | Online Article Text |
id | pubmed-9242758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92427582022-06-30 Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education Zhang, Yuanfeng Majed, Comput Intell Neurosci Research Article China has entered a new fifth-generation (5G) technological period, college students are relatively fast to absorb new things, and conventional teaching methods are incapable of properly stimulating students' interest in sporting activities. As a result, the 5G integrated teaching paradigm, which is based on communication technology, is an unavoidable reform of sports remote education. For a long time, technology and sports have been inextricably linked. However, new possibilities on the Internet are fast developing, resulting in massive volumes of data. In this paper, we propose a novel 5G framework for efficient sports distance education. Initially, the sports dataset is preprocessed using normalization, and the features are extracted using Principal Component Analysis (PCA). Following feature selection, a Hierarchical Multiscale Convolutional Neural Network (HM-CNN) is used to categorize and initialize the 5G utilizing the Enhanced Transfer Control Protocol (E-TCP) for efficient data transmission. The Elevated Ant Colony Optimization Algorithm improves the performance of the suggested system even more (EACO). The experimental results indicate that 5G integrated education reform based on communication technology may successfully enhance the number of college students' sports population. Hindawi 2022-06-22 /pmc/articles/PMC9242758/ /pubmed/35785093 http://dx.doi.org/10.1155/2022/2115041 Text en Copyright © 2022 Yuanfeng Zhang and Majed. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Yuanfeng Majed, Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title | Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title_full | Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title_fullStr | Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title_full_unstemmed | Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title_short | Application Analysis of 5G Intelligent Communication Technologies in the Field of Sports Distance Education |
title_sort | application analysis of 5g intelligent communication technologies in the field of sports distance education |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9242758/ https://www.ncbi.nlm.nih.gov/pubmed/35785093 http://dx.doi.org/10.1155/2022/2115041 |
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