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A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength

Road traffic and its impacts affect various aspects of wellbeing with safety, congestion and pollution being of significant concern in cities. Although there have been a large number of works done in the field of traffic data collection, there are several barriers which restrict the collection of tr...

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Autores principales: Gupta, Shivam, Hamzin, Albert, Degbelo, Auriol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263683/
https://www.ncbi.nlm.nih.gov/pubmed/30366415
http://dx.doi.org/10.3390/s18113623
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author Gupta, Shivam
Hamzin, Albert
Degbelo, Auriol
author_facet Gupta, Shivam
Hamzin, Albert
Degbelo, Auriol
author_sort Gupta, Shivam
collection PubMed
description Road traffic and its impacts affect various aspects of wellbeing with safety, congestion and pollution being of significant concern in cities. Although there have been a large number of works done in the field of traffic data collection, there are several barriers which restrict the collection of traffic data at higher resolution in the cities. Installation and maintenance costs can act as a disincentive to use existing methods (e.g., loop detectors, video analysis) at a large scale and hence limit their deployment to only a few roads of the city. This paper presents an approach for vehicle counting using a low cost, simple and easily installable system. In the proposed system, vehicles (i.e., bicycles, cars, trucks) are counted by means of variations in the WiFi signals. Experiments with the developed hardware in two different scenarios—low traffic (i.e., 400 objects) and heavy traffic roads (i.e., 1000 objects)—demonstrate its ability to detect cars and trucks. The system can be used to provide estimates of vehicle numbers for streets not covered by official traffic monitoring techniques in future smart cities.
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spelling pubmed-62636832018-12-12 A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength Gupta, Shivam Hamzin, Albert Degbelo, Auriol Sensors (Basel) Article Road traffic and its impacts affect various aspects of wellbeing with safety, congestion and pollution being of significant concern in cities. Although there have been a large number of works done in the field of traffic data collection, there are several barriers which restrict the collection of traffic data at higher resolution in the cities. Installation and maintenance costs can act as a disincentive to use existing methods (e.g., loop detectors, video analysis) at a large scale and hence limit their deployment to only a few roads of the city. This paper presents an approach for vehicle counting using a low cost, simple and easily installable system. In the proposed system, vehicles (i.e., bicycles, cars, trucks) are counted by means of variations in the WiFi signals. Experiments with the developed hardware in two different scenarios—low traffic (i.e., 400 objects) and heavy traffic roads (i.e., 1000 objects)—demonstrate its ability to detect cars and trucks. The system can be used to provide estimates of vehicle numbers for streets not covered by official traffic monitoring techniques in future smart cities. MDPI 2018-10-25 /pmc/articles/PMC6263683/ /pubmed/30366415 http://dx.doi.org/10.3390/s18113623 Text en © 2018 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
Gupta, Shivam
Hamzin, Albert
Degbelo, Auriol
A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title_full A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title_fullStr A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title_full_unstemmed A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title_short A Low-Cost Open Hardware System for Collecting Traffic Data Using Wi-Fi Signal Strength
title_sort low-cost open hardware system for collecting traffic data using wi-fi signal strength
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263683/
https://www.ncbi.nlm.nih.gov/pubmed/30366415
http://dx.doi.org/10.3390/s18113623
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