The effect of visibility on road traffic during foggy weather conditions

Abstract The impact of fog on visibility is a major factor affecting traffic congestion and safety. This paper proposes a microscopic traffic model that captures the features of traffic in foggy weather and characterizes it based on visibility. The intelligent driver (ID) model is based on a constan...

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Published in:IET Intelligent Transport Systems
Main Authors: Faryal Ali, Zawar Hussain Khan, Khurram Shehzad Khattak, Thomas Aaron Gulliver
Format: Article
Language:English
Published: Wiley 2024-01-01
Subjects:
Online Access:https://doi.org/10.1049/itr2.12432
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author Faryal Ali
Zawar Hussain Khan
Khurram Shehzad Khattak
Thomas Aaron Gulliver
author_facet Faryal Ali
Zawar Hussain Khan
Khurram Shehzad Khattak
Thomas Aaron Gulliver
author_sort Faryal Ali
collection DOAJ
container_title IET Intelligent Transport Systems
description Abstract The impact of fog on visibility is a major factor affecting traffic congestion and safety. This paper proposes a microscopic traffic model that captures the features of traffic in foggy weather and characterizes it based on visibility. The intelligent driver (ID) model is based on a constant acceleration exponent and produces similar traffic behaviour for all conditions, which is unrealistic. The performance of the ID and proposed models is evaluated on a 2.2 km ring road for 250 s with a platoon of 51 vehicles. Results are presented which show that the proposed model characterizes traffic realistically with lower acceleration and deceleration compared to the ID model. Further, it does not create stop‐and‐go waves and is stable even during foggy weather. The proposed model can be used to reduce fuel consumption and pollution resulting from traffic congestion.
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spelling doaj-art-cc251e4333794de0b194ce5b2942cecf2025-08-19T23:07:07ZengWileyIET Intelligent Transport Systems1751-956X1751-95782024-01-01181475710.1049/itr2.12432The effect of visibility on road traffic during foggy weather conditionsFaryal Ali0Zawar Hussain Khan1Khurram Shehzad Khattak2Thomas Aaron Gulliver3Department of Electrical and Computer Engineering University of Victoria Victoria British Columbia CanadaDepartment of Electrical and Computer Engineering University of Victoria Victoria British Columbia CanadaDepartment of Computer System Engineering University of Engineering and Technology Peshawar PakistanDepartment of Electrical and Computer Engineering University of Victoria Victoria British Columbia CanadaAbstract The impact of fog on visibility is a major factor affecting traffic congestion and safety. This paper proposes a microscopic traffic model that captures the features of traffic in foggy weather and characterizes it based on visibility. The intelligent driver (ID) model is based on a constant acceleration exponent and produces similar traffic behaviour for all conditions, which is unrealistic. The performance of the ID and proposed models is evaluated on a 2.2 km ring road for 250 s with a platoon of 51 vehicles. Results are presented which show that the proposed model characterizes traffic realistically with lower acceleration and deceleration compared to the ID model. Further, it does not create stop‐and‐go waves and is stable even during foggy weather. The proposed model can be used to reduce fuel consumption and pollution resulting from traffic congestion.https://doi.org/10.1049/itr2.12432intelligent transportation systemsmanagement and controlroad safetyroad trafficsimulationtraffic modelling
spellingShingle Faryal Ali
Zawar Hussain Khan
Khurram Shehzad Khattak
Thomas Aaron Gulliver
The effect of visibility on road traffic during foggy weather conditions
intelligent transportation systems
management and control
road safety
road traffic
simulation
traffic modelling
title The effect of visibility on road traffic during foggy weather conditions
title_full The effect of visibility on road traffic during foggy weather conditions
title_fullStr The effect of visibility on road traffic during foggy weather conditions
title_full_unstemmed The effect of visibility on road traffic during foggy weather conditions
title_short The effect of visibility on road traffic during foggy weather conditions
title_sort effect of visibility on road traffic during foggy weather conditions
topic intelligent transportation systems
management and control
road safety
road traffic
simulation
traffic modelling
url https://doi.org/10.1049/itr2.12432
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