Recent advances in distributed vehicle-to-vehicle communication promise to transform the user’s driving ex- perience, providing new services capable of improving safety, efficiency and quality of travelling. Due to the large amount of information exchanged, a major challenge of Vehicular Networks is the adoption of appropri- ate data dissemination protocols that ensure good performance in real-time event detection, while guarantee- ing low communication overhead. To this aim, this paper proposes an adaptive event dissemination algorithm which exploits Population Protocols (PPs) for modelling vehicle interactions as coordinated behaviors of au- tonomous agents in a distributed system. The experimental evaluation performed on realistic vehicle tracks over real-world maps demonstrates the system’s ability to efficiently disseminate information in the network in order to support reliable and distributed event detection services.
Agate, V., Batool, F., Bordonaro, A., De Paola, A., Ferraro, P., Lo Re, G., et al. (2025). Population Protocols for Adaptive Event Dissemination with Autonomous Agents in Vehicular Networks. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence (pp. 640-647) [10.5220/0013341100003890].
Population Protocols for Adaptive Event Dissemination with Autonomous Agents in Vehicular Networks
Agate, Vincenzo;Batool, Farwa;Bordonaro, Antonio;De Paola, Alessandra
;Ferraro, Pierluca;Lo Re, Giuseppe;Morana, Marco;Virga, Antonio
2025-01-01
Abstract
Recent advances in distributed vehicle-to-vehicle communication promise to transform the user’s driving ex- perience, providing new services capable of improving safety, efficiency and quality of travelling. Due to the large amount of information exchanged, a major challenge of Vehicular Networks is the adoption of appropri- ate data dissemination protocols that ensure good performance in real-time event detection, while guarantee- ing low communication overhead. To this aim, this paper proposes an adaptive event dissemination algorithm which exploits Population Protocols (PPs) for modelling vehicle interactions as coordinated behaviors of au- tonomous agents in a distributed system. The experimental evaluation performed on realistic vehicle tracks over real-world maps demonstrates the system’s ability to efficiently disseminate information in the network in order to support reliable and distributed event detection services.File | Dimensione | Formato | |
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