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Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction
A quantitative monitoring system for fractional exhaled nitric oxide (FENO) in homes is very important for the control of respiratory diseases such as asthma. To this end, this paper proposes a small bionic sensing system for NO detection in an electronic nose based on analysis of the structure of t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762597/ https://www.ncbi.nlm.nih.gov/pubmed/36534648 http://dx.doi.org/10.1371/journal.pone.0279003 |
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author | Sun, Pengjiao Shi, Yunbo Shi, Yeping |
author_facet | Sun, Pengjiao Shi, Yunbo Shi, Yeping |
author_sort | Sun, Pengjiao |
collection | PubMed |
description | A quantitative monitoring system for fractional exhaled nitric oxide (FENO) in homes is very important for the control of respiratory diseases such as asthma. To this end, this paper proposes a small bionic sensing system for NO detection in an electronic nose based on analysis of the structure of the canine olfactory system and the airflow pattern in the nasal cavity. The proposed system detected NO at different FENO concentration levels with different bionic sensing systems in the electronic nose, and analyzed the data comparatively. Combined with a backpropagation neural network algorithm, the bionic canine sensing system improved the recognition rate for FENO detection by up to 98.1%. Moreover, electronic noses with a canine bionic sensing system can improve the performance of trace gas detection. |
format | Online Article Text |
id | pubmed-9762597 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-97625972022-12-20 Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction Sun, Pengjiao Shi, Yunbo Shi, Yeping PLoS One Research Article A quantitative monitoring system for fractional exhaled nitric oxide (FENO) in homes is very important for the control of respiratory diseases such as asthma. To this end, this paper proposes a small bionic sensing system for NO detection in an electronic nose based on analysis of the structure of the canine olfactory system and the airflow pattern in the nasal cavity. The proposed system detected NO at different FENO concentration levels with different bionic sensing systems in the electronic nose, and analyzed the data comparatively. Combined with a backpropagation neural network algorithm, the bionic canine sensing system improved the recognition rate for FENO detection by up to 98.1%. Moreover, electronic noses with a canine bionic sensing system can improve the performance of trace gas detection. Public Library of Science 2022-12-19 /pmc/articles/PMC9762597/ /pubmed/36534648 http://dx.doi.org/10.1371/journal.pone.0279003 Text en © 2022 Sun et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sun, Pengjiao Shi, Yunbo Shi, Yeping Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title | Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title_full | Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title_fullStr | Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title_full_unstemmed | Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title_short | Bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
title_sort | bionic sensing system and characterization of exhaled nitric oxide detection based on canine olfaction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762597/ https://www.ncbi.nlm.nih.gov/pubmed/36534648 http://dx.doi.org/10.1371/journal.pone.0279003 |
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