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Multisensor Network System for Wildfire Detection Using Infrared Image Processing

This paper presents the next step in the evolution of multi-sensor wireless network systems in the early automatic detection of forest fires. This network allows remote monitoring of each of the locations as well as communication between each of the sensors and with the control stations. The result...

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Detalles Bibliográficos
Autores principales: Bosch, I., Serrano, A., Vergara, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3697789/
https://www.ncbi.nlm.nih.gov/pubmed/23843734
http://dx.doi.org/10.1155/2013/402196
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author Bosch, I.
Serrano, A.
Vergara, L.
author_facet Bosch, I.
Serrano, A.
Vergara, L.
author_sort Bosch, I.
collection PubMed
description This paper presents the next step in the evolution of multi-sensor wireless network systems in the early automatic detection of forest fires. This network allows remote monitoring of each of the locations as well as communication between each of the sensors and with the control stations. The result is an increased coverage area, with quicker and safer responses. To determine the presence of a forest wildfire, the system employs decision fusion in thermal imaging, which can exploit various expected characteristics of a real fire, including short-term persistence and long-term increases over time. Results from testing in the laboratory and in a real environment are presented to authenticate and verify the accuracy of the operation of the proposed system. The system performance is gauged by the number of alarms and the time to the first alarm (corresponding to a real fire), for different probability of false alarm (PFA). The necessity of including decision fusion is thereby demonstrated.
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spelling pubmed-36977892013-07-10 Multisensor Network System for Wildfire Detection Using Infrared Image Processing Bosch, I. Serrano, A. Vergara, L. ScientificWorldJournal Research Article This paper presents the next step in the evolution of multi-sensor wireless network systems in the early automatic detection of forest fires. This network allows remote monitoring of each of the locations as well as communication between each of the sensors and with the control stations. The result is an increased coverage area, with quicker and safer responses. To determine the presence of a forest wildfire, the system employs decision fusion in thermal imaging, which can exploit various expected characteristics of a real fire, including short-term persistence and long-term increases over time. Results from testing in the laboratory and in a real environment are presented to authenticate and verify the accuracy of the operation of the proposed system. The system performance is gauged by the number of alarms and the time to the first alarm (corresponding to a real fire), for different probability of false alarm (PFA). The necessity of including decision fusion is thereby demonstrated. Hindawi Publishing Corporation 2013-06-16 /pmc/articles/PMC3697789/ /pubmed/23843734 http://dx.doi.org/10.1155/2013/402196 Text en Copyright © 2013 I. Bosch et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Bosch, I.
Serrano, A.
Vergara, L.
Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title_full Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title_fullStr Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title_full_unstemmed Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title_short Multisensor Network System for Wildfire Detection Using Infrared Image Processing
title_sort multisensor network system for wildfire detection using infrared image processing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3697789/
https://www.ncbi.nlm.nih.gov/pubmed/23843734
http://dx.doi.org/10.1155/2013/402196
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