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An Age-Of-Information Perspective on Decentralized Congestion Control in Vehicular Networks
Turcanu, Ion; Baiocchi, Andrea; Lyamin, Nikita et al.
2021In 19th Mediterranean Communication and Computer Networking Conference, Online Conference, 15-17 June 2021
Peer reviewed
 

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Keywords :
Age of Information; Decentralized Congestion Control; Performance Evaluation; Vehicular Networks
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.
Disciplines :
Computer science
Author, co-author :
Turcanu, Ion ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > PI Engel
Baiocchi, Andrea;  Università degli Studi di Roma "La Sapienza"
Lyamin, Nikita;  Volvo Car Corporation, Sweden
Vinel, Alexey;  Halmstad University
External co-authors :
yes
Language :
English
Title :
An Age-Of-Information Perspective on Decentralized Congestion Control in Vehicular Networks
Publication date :
June 2021
Event name :
19th Mediterranean Communication and Computer Networking Conference
Event date :
from 15-06-2021 to 17-06-2021
Audience :
International
Main work title :
19th Mediterranean Communication and Computer Networking Conference, Online Conference, 15-17 June 2021
Peer reviewed :
Peer reviewed
European Projects :
H2020 - 814956 - 5G-DRIVE - 5G HarmoniseD Research and TrIals for serVice Evolution between EU and China
Funders :
CE - Commission Européenne [BE]
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