Fuzzy-Based Approach for Classifying Road Traffic Conditions: A Case Study on the Padua-Venice Motorway

This study offers a fuzzy-based method for determining the variety of traffic conditions on roads. The fuzzy approach appears more appropriate than the deterministic technique for giving drivers qualitative information about the present traffic condition, as drivers have a shaky understanding of the traffic status. It was used in an analysis that included flow, occupancy, and speed measurements from the Italian freeway that runs between Padua and Venice. MATLAB is used in the application's development. The empirical findings demonstrate how effectively the suggested study performs in classification. The experiment can offer a straightforward and distinctive viewpoint for induction and traffic control on motorways.

Authors

Publication Details

Journal
Journal of Engineering Research and Sciences
Published
2024-11-01
DOI
https://doi.org/10.55708/js0311003
Primary Topic
Traffic Prediction and Management Techniques
Type
article
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article

Fuzzy-Based Approach for Classifying Road Traffic Conditions: A Case Study on the Padua-Venice Motorway

Gizem Erdinç, Chiara Colombaroni, Gaetano Fusco
Journal of Engineering Research and Sciences
Traffic Prediction and Management Techniques
article

Fuzzy-Based Approach for Classifying Road Traffic Conditions: A Case Study on the Padua-Venice Motorway

Gizem Erdinç, Chiara Colombaroni, Gaetano Fusco
article en

Abstract

This study offers a fuzzy-based method for determining the variety of traffic conditions on roads. The fuzzy approach appears more appropriate than the deterministic technique for giving drivers qualitative information about the present traffic condition, as drivers have a shaky understanding of the traffic status. It was used in an analysis that included flow, occupancy, and speed measurements from the Italian freeway that runs between Padua and Venice. MATLAB is used in the application's development. The empirical findings demonstrate how effectively the suggested study performs in classification. The experiment can offer a straightforward and distinctive viewpoint for induction and traffic control on motorways.

Journal of Engineering Research and SciencesVol. 3(11)
Sustainable cities and communities
Openalex Percentile: Top 79%
Traffic Prediction and Management Techniques
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