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A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis

In recent years, different techniques to address the problem of observability in traffic networks have been proposed in multiple research projects, being the technique based on the installation of automatic vehicle identification sensors (AVI), one of the most successful in terms of theoretical resu...

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Autores principales: Álvarez-Bazo, Fernando, Sánchez-Cambronero, Santos, Vallejo, David, Glez-Morcillo, Carlos, Rivas, Ana, Gallego, Inmaculada
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583904/
https://www.ncbi.nlm.nih.gov/pubmed/33003528
http://dx.doi.org/10.3390/s20195589
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author Álvarez-Bazo, Fernando
Sánchez-Cambronero, Santos
Vallejo, David
Glez-Morcillo, Carlos
Rivas, Ana
Gallego, Inmaculada
author_facet Álvarez-Bazo, Fernando
Sánchez-Cambronero, Santos
Vallejo, David
Glez-Morcillo, Carlos
Rivas, Ana
Gallego, Inmaculada
author_sort Álvarez-Bazo, Fernando
collection PubMed
description In recent years, different techniques to address the problem of observability in traffic networks have been proposed in multiple research projects, being the technique based on the installation of automatic vehicle identification sensors (AVI), one of the most successful in terms of theoretical results, but complex in terms of its practical application to real studies. Indeed, a very limited number of studies consider the possibility of installing a series of non-definitive plate scanning sensors in the elements of a network, which allow technicians to obtain a better conclusions when they deal with traffic network analysis such as urbans mobility plans that involve the estimation of traffic flows for different scenarios. With these antecedents, the contributions of this paper are (1) an architecture to deploy low-cost sensors network able to be temporarily installed on the city streets as an alternative of rubber hoses commonly used in the elaboration of urban mobility plans; (2) a design of the low-cost, low energy sensor itself, and (3) a sensor location model able to establish the best set of links of a network given both the study objectives and of the sensor needs of installation. A case of study with the installation of as set of proposed devices is presented, to demonstrate its viability.
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spelling pubmed-75839042020-10-29 A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis Álvarez-Bazo, Fernando Sánchez-Cambronero, Santos Vallejo, David Glez-Morcillo, Carlos Rivas, Ana Gallego, Inmaculada Sensors (Basel) Article In recent years, different techniques to address the problem of observability in traffic networks have been proposed in multiple research projects, being the technique based on the installation of automatic vehicle identification sensors (AVI), one of the most successful in terms of theoretical results, but complex in terms of its practical application to real studies. Indeed, a very limited number of studies consider the possibility of installing a series of non-definitive plate scanning sensors in the elements of a network, which allow technicians to obtain a better conclusions when they deal with traffic network analysis such as urbans mobility plans that involve the estimation of traffic flows for different scenarios. With these antecedents, the contributions of this paper are (1) an architecture to deploy low-cost sensors network able to be temporarily installed on the city streets as an alternative of rubber hoses commonly used in the elaboration of urban mobility plans; (2) a design of the low-cost, low energy sensor itself, and (3) a sensor location model able to establish the best set of links of a network given both the study objectives and of the sensor needs of installation. A case of study with the installation of as set of proposed devices is presented, to demonstrate its viability. MDPI 2020-09-29 /pmc/articles/PMC7583904/ /pubmed/33003528 http://dx.doi.org/10.3390/s20195589 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
Álvarez-Bazo, Fernando
Sánchez-Cambronero, Santos
Vallejo, David
Glez-Morcillo, Carlos
Rivas, Ana
Gallego, Inmaculada
A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title_full A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title_fullStr A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title_full_unstemmed A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title_short A Low-Cost Automatic Vehicle Identification Sensor for Traffic Networks Analysis
title_sort low-cost automatic vehicle identification sensor for traffic networks analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583904/
https://www.ncbi.nlm.nih.gov/pubmed/33003528
http://dx.doi.org/10.3390/s20195589
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