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A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications

The advance of technologies in several areas has allowed the development of smart city applications, which can improve the way of life in modern cities. When employing visual sensors in that scenario, still images and video streams may be retrieved from monitored areas, potentially providing valuabl...

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Detalles Bibliográficos
Autores principales: Costa, Daniel G., Collotta, Mario, Pau, Giovanni, Duran-Faundez, Cristian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298666/
https://www.ncbi.nlm.nih.gov/pubmed/28067777
http://dx.doi.org/10.3390/s17010093
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author Costa, Daniel G.
Collotta, Mario
Pau, Giovanni
Duran-Faundez, Cristian
author_facet Costa, Daniel G.
Collotta, Mario
Pau, Giovanni
Duran-Faundez, Cristian
author_sort Costa, Daniel G.
collection PubMed
description The advance of technologies in several areas has allowed the development of smart city applications, which can improve the way of life in modern cities. When employing visual sensors in that scenario, still images and video streams may be retrieved from monitored areas, potentially providing valuable data for many applications. Actually, visual sensor networks may need to be highly dynamic, reflecting the changing of parameters in smart cities. In this context, characteristics of visual sensors and conditions of the monitored environment, as well as the status of other concurrent monitoring systems, may affect how visual sensors collect, encode and transmit information. This paper proposes a fuzzy-based approach to dynamically configure the way visual sensors will operate concerning sensing, coding and transmission patterns, exploiting different types of reference parameters. This innovative approach can be considered as the basis for multi-systems smart city applications based on visual monitoring, potentially bringing significant results for this research field.
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spelling pubmed-52986662017-02-10 A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications Costa, Daniel G. Collotta, Mario Pau, Giovanni Duran-Faundez, Cristian Sensors (Basel) Article The advance of technologies in several areas has allowed the development of smart city applications, which can improve the way of life in modern cities. When employing visual sensors in that scenario, still images and video streams may be retrieved from monitored areas, potentially providing valuable data for many applications. Actually, visual sensor networks may need to be highly dynamic, reflecting the changing of parameters in smart cities. In this context, characteristics of visual sensors and conditions of the monitored environment, as well as the status of other concurrent monitoring systems, may affect how visual sensors collect, encode and transmit information. This paper proposes a fuzzy-based approach to dynamically configure the way visual sensors will operate concerning sensing, coding and transmission patterns, exploiting different types of reference parameters. This innovative approach can be considered as the basis for multi-systems smart city applications based on visual monitoring, potentially bringing significant results for this research field. MDPI 2017-01-05 /pmc/articles/PMC5298666/ /pubmed/28067777 http://dx.doi.org/10.3390/s17010093 Text en © 2017 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
Costa, Daniel G.
Collotta, Mario
Pau, Giovanni
Duran-Faundez, Cristian
A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title_full A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title_fullStr A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title_full_unstemmed A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title_short A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications
title_sort fuzzy-based approach for sensing, coding and transmission configuration of visual sensors in smart city applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5298666/
https://www.ncbi.nlm.nih.gov/pubmed/28067777
http://dx.doi.org/10.3390/s17010093
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