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Impact of Network Delays on Edge-Assisted Platooning Systems in 5G Networks: Addressing Latency Challenges

Contributo in Atti di convegno
Data di Pubblicazione:
2025
Citazione:
Impact of Network Delays on Edge-Assisted Platooning Systems in 5G Networks: Addressing Latency Challenges / C. Quadri, S. Pedone, A. Fagiolini (LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING). - In: International Conference on Intelligent Transport Systems (INTSYS 2024) / [a cura di] A. Kocian, P. Milazzo, A.L.H. Martins, M. Nanni, L. Pappalardo. - [s.l] : Springer, 2025 Apr 03. - ISBN 9783031863691. - pp. 381-393 (( convegno Intelligent Transport Systems tenutosi a Pisa nel 2024 [10.1007/978-3-031-86370-7_23].
Abstract:
The low latency offered by 5G mobile network and edge com- puting paved the way for a new approach to platoon control. Moving the controller to the edge overcomes the scalability issues and the limited radio coverage of the vehicles, typical of traditional distributed platoon controllers based on dedicated short-range communication (DSRC) solu- tions. However, mobile operators must provide a suitable level of quality of service (QoS), offering good radio coverage, but also preventing con- gestion at the base station level, to guarantee a low latency control loop for sending motion data to the controller and getting the desired accel- eration instruction back from the controller, within a short time. In this paper, we investigate the influence of uplink and downlink network delays on an edge-assisted platooning system. We simulate specific scenarios of network congestion by saturating the physical radio resource of the base station, which leads to an increase in communication latency. Through a simulation campaign, we analyze the performance of the platooning system in terms of target distance preservation and string stability.
Tipologia IRIS:
03 - Contributo in volume
Keywords:
Platooning; Mobile network; Simulation
Elenco autori:
C. Quadri, S. Pedone, A. Fagiolini
Autori di Ateneo:
QUADRI CHRISTIAN ( autore )
Link alla scheda completa:
https://air.unimi.it/handle/2434/1158240
Titolo del libro:
International Conference on Intelligent Transport Systems (INTSYS 2024)
Progetto:
FORESEEN: FORmal mEthodS for attack dEtEction in autonomous driviNg systems
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