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Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT

The Internet of Things is a new paradigm in which objects in a specific context can be integrated into traditional communication networks to actively participate in solving a determined problem. The Vehicle-to-Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) technologies are specific cases of IoT a...

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Detalles Bibliográficos
Autores principales: Parrado, Natalia, Donoso, Yezid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431278/
https://www.ncbi.nlm.nih.gov/pubmed/25835185
http://dx.doi.org/10.3390/s150407768
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author Parrado, Natalia
Donoso, Yezid
author_facet Parrado, Natalia
Donoso, Yezid
author_sort Parrado, Natalia
collection PubMed
description The Internet of Things is a new paradigm in which objects in a specific context can be integrated into traditional communication networks to actively participate in solving a determined problem. The Vehicle-to-Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) technologies are specific cases of IoT and key enablers for Intelligent Transportation Systems (ITS). V2V and V2I have been widely used to solve different problems associated with transportation in cities, in which the most important is traffic congestion. A high percentage of congestion is usually presented by the inappropriate use of resources in vehicular infrastructure. In addition, the integration of traffic congestion in decision making for vehicular traffic is a challenge due to its high dynamic behavior. In this paper, an optimization model over the load balancing in the congestion percentage of the streets is formulated. Later, we explore a fully congestion-oriented route discovery mechanism and we make a proposal on the communication infrastructure that should support it based on V2I and V2V communication. The mechanism is also compared with a modified Dijkstra’s approach that reacts at congestion states. Finally, we compare the results of the efficiency of the vehicle’s trip with the efficiency in the use of the capacity of the vehicular network.
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spelling pubmed-44312782015-05-19 Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT Parrado, Natalia Donoso, Yezid Sensors (Basel) Article The Internet of Things is a new paradigm in which objects in a specific context can be integrated into traditional communication networks to actively participate in solving a determined problem. The Vehicle-to-Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) technologies are specific cases of IoT and key enablers for Intelligent Transportation Systems (ITS). V2V and V2I have been widely used to solve different problems associated with transportation in cities, in which the most important is traffic congestion. A high percentage of congestion is usually presented by the inappropriate use of resources in vehicular infrastructure. In addition, the integration of traffic congestion in decision making for vehicular traffic is a challenge due to its high dynamic behavior. In this paper, an optimization model over the load balancing in the congestion percentage of the streets is formulated. Later, we explore a fully congestion-oriented route discovery mechanism and we make a proposal on the communication infrastructure that should support it based on V2I and V2V communication. The mechanism is also compared with a modified Dijkstra’s approach that reacts at congestion states. Finally, we compare the results of the efficiency of the vehicle’s trip with the efficiency in the use of the capacity of the vehicular network. MDPI 2015-03-31 /pmc/articles/PMC4431278/ /pubmed/25835185 http://dx.doi.org/10.3390/s150407768 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Parrado, Natalia
Donoso, Yezid
Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title_full Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title_fullStr Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title_full_unstemmed Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title_short Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
title_sort congestion based mechanism for route discovery in a v2i-v2v system applying smart devices and iot
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431278/
https://www.ncbi.nlm.nih.gov/pubmed/25835185
http://dx.doi.org/10.3390/s150407768
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