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Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm
In response to environmental pollution and the spread of Coronavirus Disease 2019 (COVID‐19), this paper proposes a new type of smart mask design, and specifically proposes an optimized double closed‐loop control method, especially an improved filtering fusion algorithm. Using the filtering fusion a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8239796/ https://www.ncbi.nlm.nih.gov/pubmed/34219793 http://dx.doi.org/10.1049/ell2.12240 |
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author | Xia, Kun Li, Xiang Li, Xueyong Liu, Yiren Zhang, Hongwei Hou, Ruifeng |
author_facet | Xia, Kun Li, Xiang Li, Xueyong Liu, Yiren Zhang, Hongwei Hou, Ruifeng |
author_sort | Xia, Kun |
collection | PubMed |
description | In response to environmental pollution and the spread of Coronavirus Disease 2019 (COVID‐19), this paper proposes a new type of smart mask design, and specifically proposes an optimized double closed‐loop control method, especially an improved filtering fusion algorithm. Using the filtering fusion algorithm proposed in this paper, after the Kalman filter (KF) filters the raw data of the attitude sensor, explicit complementary filtering and data fusion are used to obtain the attitude angle of the body. At the same time, the obtained attitude angle is combined with acceleration and blood oxygen concentration to obtain the behaviour characteristic value. On this basis, the speed of the oxygen supply fan captured by the photoelectric sensor is used to form a closed loop with the characteristic value of the behaviour. Finally, the structure of the mask is upgraded and optimized through fluid mechanics simulation, and experiments have verified that the combination of the replaceable filter cloth, the intelligent control system and the ultraviolet disinfection device can effectively protect people's health. |
format | Online Article Text |
id | pubmed-8239796 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82397962021-06-29 Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm Xia, Kun Li, Xiang Li, Xueyong Liu, Yiren Zhang, Hongwei Hou, Ruifeng Electron Lett Control Engineering In response to environmental pollution and the spread of Coronavirus Disease 2019 (COVID‐19), this paper proposes a new type of smart mask design, and specifically proposes an optimized double closed‐loop control method, especially an improved filtering fusion algorithm. Using the filtering fusion algorithm proposed in this paper, after the Kalman filter (KF) filters the raw data of the attitude sensor, explicit complementary filtering and data fusion are used to obtain the attitude angle of the body. At the same time, the obtained attitude angle is combined with acceleration and blood oxygen concentration to obtain the behaviour characteristic value. On this basis, the speed of the oxygen supply fan captured by the photoelectric sensor is used to form a closed loop with the characteristic value of the behaviour. Finally, the structure of the mask is upgraded and optimized through fluid mechanics simulation, and experiments have verified that the combination of the replaceable filter cloth, the intelligent control system and the ultraviolet disinfection device can effectively protect people's health. John Wiley and Sons Inc. 2021-05-25 2021-09 /pmc/articles/PMC8239796/ /pubmed/34219793 http://dx.doi.org/10.1049/ell2.12240 Text en © 2021 The Authors. Electronics Letters published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Control Engineering Xia, Kun Li, Xiang Li, Xueyong Liu, Yiren Zhang, Hongwei Hou, Ruifeng Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title | Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title_full | Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title_fullStr | Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title_full_unstemmed | Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title_short | Intelligent anti‐epidemic mask based on KF and ECF fusion algorithm |
title_sort | intelligent anti‐epidemic mask based on kf and ecf fusion algorithm |
topic | Control Engineering |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8239796/ https://www.ncbi.nlm.nih.gov/pubmed/34219793 http://dx.doi.org/10.1049/ell2.12240 |
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