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
- Gizem Erdinç (ORCID: https://orcid.org/0000-0001-5563-7963)
- Chiara Colombaroni (ORCID: https://orcid.org/0000-0002-1558-1667)
- Gaetano Fusco (ORCID: https://orcid.org/0000-0003-1757-8899)
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
- Field-Weighted Citation Impact
- 0.00