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Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements
This paper introduces a miniaturized personal electronic nose (39 mm × 33 mm), which is managed through an app developed on a smartphone. The electronic nose (e-nose) incorporates four new generation digital gas sensors. These MOx-type sensors incorporate a microcontroller in the same package, being...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038395/ https://www.ncbi.nlm.nih.gov/pubmed/32023974 http://dx.doi.org/10.3390/s20030786 |
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author | Arroyo, Patricia Meléndez, Félix Suárez, José Ignacio Herrero, José Luis Rodríguez, Sergio Lozano, Jesús |
author_facet | Arroyo, Patricia Meléndez, Félix Suárez, José Ignacio Herrero, José Luis Rodríguez, Sergio Lozano, Jesús |
author_sort | Arroyo, Patricia |
collection | PubMed |
description | This paper introduces a miniaturized personal electronic nose (39 mm × 33 mm), which is managed through an app developed on a smartphone. The electronic nose (e-nose) incorporates four new generation digital gas sensors. These MOx-type sensors incorporate a microcontroller in the same package, being also smaller than the previous generation. This makes it easier to integrate them into the electronics and improves their performance. In this research, the application of the device is focused on the detection of atmospheric pollutants in order to complement the information provided by the reference stations. To validate the system, it has been tested with different concentrations of NOx including some tests specifically developed to study the behavior of the device in different humidity conditions. Finally, a mobile application has been developed to provide classification services. In this regard, a neural network has been developed, trained, and integrated into a smartphone to process the information retrieved from e-nose devices. |
format | Online Article Text |
id | pubmed-7038395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70383952020-03-09 Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements Arroyo, Patricia Meléndez, Félix Suárez, José Ignacio Herrero, José Luis Rodríguez, Sergio Lozano, Jesús Sensors (Basel) Article This paper introduces a miniaturized personal electronic nose (39 mm × 33 mm), which is managed through an app developed on a smartphone. The electronic nose (e-nose) incorporates four new generation digital gas sensors. These MOx-type sensors incorporate a microcontroller in the same package, being also smaller than the previous generation. This makes it easier to integrate them into the electronics and improves their performance. In this research, the application of the device is focused on the detection of atmospheric pollutants in order to complement the information provided by the reference stations. To validate the system, it has been tested with different concentrations of NOx including some tests specifically developed to study the behavior of the device in different humidity conditions. Finally, a mobile application has been developed to provide classification services. In this regard, a neural network has been developed, trained, and integrated into a smartphone to process the information retrieved from e-nose devices. MDPI 2020-01-31 /pmc/articles/PMC7038395/ /pubmed/32023974 http://dx.doi.org/10.3390/s20030786 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Arroyo, Patricia Meléndez, Félix Suárez, José Ignacio Herrero, José Luis Rodríguez, Sergio Lozano, Jesús Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title | Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title_full | Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title_fullStr | Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title_full_unstemmed | Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title_short | Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements |
title_sort | electronic nose with digital gas sensors connected via bluetooth to a smartphone for air quality measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038395/ https://www.ncbi.nlm.nih.gov/pubmed/32023974 http://dx.doi.org/10.3390/s20030786 |
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