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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...

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Detalles Bibliográficos
Autores principales: Xia, Kun, Li, Xiang, Li, Xueyong, Liu, Yiren, Zhang, Hongwei, Hou, Ruifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
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.
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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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