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An Age-Of-Information Perspective on Decentralized Congestion Control in Vehicular Networks
Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg, Luxembourg.
Dept. of Information Engineering, Electronics and Telecommunications (DIET), University of Rome Sapienza, Rome, Italy.
Volvo Car Corporation, Gothenburg, Sweden.ORCID iD: 0000-0003-1460-2988
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS), Centre for Research on Embedded Systems (CERES).ORCID iD: 0000-0003-4894-4134
2021 (English)In: 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), IEEE, 2021Conference paper, Published paper (Refereed)
Abstract [en]

Vehicular networking enables a wide range of emerging Cooperative Intelligent Transportation System (C-ITS) applications, from safety to traffic efficiency and infotainment. Many of these applications depend on the reliability and timeliness of status information periodically exchanged among vehicles on the same wireless communication channel. A major effort has been spent, especially by standardization bodies, to define congestion control algorithms for the vehicular networking environment. The picture is, however, more complex than simply controlling the load level on the channel, given the non-trivial interplay of delivery reliability, system throughput, and timeliness of updates. In this paper, we provide a comprehensive performance evaluation of the main state-of- the-art broadcast rate control algorithms from the point of view of channel load, utilization efficiency, and information freshness. We evaluate these algorithms in a realistic simulation environment and describe a centralized approach to define a bound on the performance. We show that controlling the congestion based on either channel load or information freshness only leads to sub-optimal performance.

Place, publisher, year, edition, pages
IEEE, 2021.
Keywords [en]
Age of Information, Decentralized Congestion Control, Performance Evaluation, Vehicular Networks
National Category
Communication Systems Telecommunications
Identifiers
URN: urn:nbn:se:hh:diva-44488DOI: 10.1109/MedComNet52149.2021.9501273ISI: 000853460200019Scopus ID: 2-s2.0-85124196142ISBN: 978-1-6654-3590-1 (electronic)ISBN: 978-1-6654-1177-6 (print)OAI: oai:DiVA.org:hh-44488DiVA, id: diva2:1558376
Conference
2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), virtually, 15-17 June, 2021
Projects
5G-DRIVE projectSafety of Connected Intelligent Vehicles in Smart Cities – SafeSmartEmergency Vehicle Traffic Light Pre-emption in Cities – EPIC
Funder
EU, Horizon 2020, 814956Knowledge FoundationVinnovaELLIIT - The Linköping‐Lund Initiative on IT and Mobile CommunicationsAvailable from: 2021-05-30 Created: 2021-05-30 Last updated: 2023-10-05Bibliographically approved

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Lyamin, NikitaVinel, Alexey

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