Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System

Ameni Aloui, Hela Hachicha, Hela Hachicha, Ezzeddine Zagrouba

2024

Abstract

The continual growth in road traffic poses significant challenges to effective traffic management, necessitating innovative solutions such as Cooperative Intelligent Transport Systems (C-ITS). This paper introduces a novel multi-agent based model designed to address road traffic management in C-ITS systems. Our approach aims to reduce congestion and enhance driver decision-making by leveraging dynamic communication and information exchange between vehicles and infrastructure. Our multi-agent system is intricately designed to play specific roles in managing traffic flow. Through real-time execution using a C-ITS road safety case study focused on warning accidents, we evaluate the performance of our architecture through key metrics including mean travel time and mean speed in the C-ITS system. The innovative aspects of our approach lie in the integration of multi-agent systems in such a system, providing a significant advancement in the field of C-ITS road traffic management. By detailing the instantiation of our system and emphasizing concrete services, we contribute to the broader goal of improving road safety and traffic efficiency in urban environments.

Paper Citation

in Harvard Style

Aloui A., Hachicha H. and Zagrouba E. (2024). Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-680-4, SciTePress, pages 420-427. DOI: 10.5220/0012468300003636

in Bibtex Style

@conference{icaart24,
author={Ameni Aloui and Hela Hachicha and Ezzeddine Zagrouba},
title={Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System},
booktitle={Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2024},
pages={420-427},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012468300003636},
isbn={978-989-758-680-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System
SN - 978-989-758-680-4
AU - Aloui A.
AU - Hachicha H.
AU - Zagrouba E.
PY - 2024
SP - 420
EP - 427
DO - 10.5220/0012468300003636
PB - SciTePress