Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control
In order to explore the social effects of intelligent sports systems, this paper combines principal component analysis technology and fuzzy control technology to construct an intelligent sports social effect analysis system. The original fuzzy data is expressed linearly by structural elements, and t...
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2021
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oai:doaj.org-article:1ec36e8bb3cc4ca6abfe5cd2a1edbd202021-11-08T02:36:17ZSocial Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control1687-726810.1155/2021/4475448https://doaj.org/article/1ec36e8bb3cc4ca6abfe5cd2a1edbd202021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/4475448https://doaj.org/toc/1687-7268In order to explore the social effects of intelligent sports systems, this paper combines principal component analysis technology and fuzzy control technology to construct an intelligent sports social effect analysis system. The original fuzzy data is expressed linearly by structural elements, and the original fuzzy data matrix is divided into a main data matrix part and an error data matrix part. According to the principal component analysis method of fuzzy data represented by structural elements, this paper studies the principal component analysis method of interval data using the left end point matrix, right end point matrix, and midpoint matrix of interval data. In addition, this article uses principal component analysis and fuzzy control to study the response of the intelligent motion system to the masses and conducts experiments to analyze the social effects. It can be seen from experimental research that the intelligent sports system constructed in this article has a high degree of satisfaction of the masses, which proves that the intelligent sports have a certain social effect.Xiaobo ChenHindawi LimitedarticleTechnology (General)T1-995ENJournal of Sensors, Vol 2021 (2021) |
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Technology (General) T1-995 |
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Technology (General) T1-995 Xiaobo Chen Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
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In order to explore the social effects of intelligent sports systems, this paper combines principal component analysis technology and fuzzy control technology to construct an intelligent sports social effect analysis system. The original fuzzy data is expressed linearly by structural elements, and the original fuzzy data matrix is divided into a main data matrix part and an error data matrix part. According to the principal component analysis method of fuzzy data represented by structural elements, this paper studies the principal component analysis method of interval data using the left end point matrix, right end point matrix, and midpoint matrix of interval data. In addition, this article uses principal component analysis and fuzzy control to study the response of the intelligent motion system to the masses and conducts experiments to analyze the social effects. It can be seen from experimental research that the intelligent sports system constructed in this article has a high degree of satisfaction of the masses, which proves that the intelligent sports have a certain social effect. |
format |
article |
author |
Xiaobo Chen |
author_facet |
Xiaobo Chen |
author_sort |
Xiaobo Chen |
title |
Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
title_short |
Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
title_full |
Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
title_fullStr |
Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
title_full_unstemmed |
Social Effect Analysis of Intelligent Sports Based on Principal Component Analysis and Fuzzy Control |
title_sort |
social effect analysis of intelligent sports based on principal component analysis and fuzzy control |
publisher |
Hindawi Limited |
publishDate |
2021 |
url |
https://doaj.org/article/1ec36e8bb3cc4ca6abfe5cd2a1edbd20 |
work_keys_str_mv |
AT xiaobochen socialeffectanalysisofintelligentsportsbasedonprincipalcomponentanalysisandfuzzycontrol |
_version_ |
1718443071126896640 |