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Age-of-Information-Aware Decentralized Congestion Control in VANETs
Högskolan i Halmstad, Akademin för informationsteknologi, Halmstad Embedded and Intelligent Systems Research (EIS), Centrum för forskning om inbyggda system (CERES).ORCID-id: 0000-0003-1460-2988
Universitat Pompeu Fabra, Barcelona, Catalunya, Spain.ORCID-id: 0000-0002-7826-3703
Högskolan i Halmstad, Akademin för informationsteknologi, Halmstad Embedded and Intelligent Systems Research (EIS), Centrum för forskning om inbyggda system (CERES).ORCID-id: 0000-0003-4894-4134
2019 (Engelska)Ingår i: IEEE Networking Letters, E-ISSN 2576-3156Artikel i tidskrift (Refereegranskat) Epub ahead of print
Abstract [en]

Decentralized Congestion Control (DCC) is one the central components of inter-vehicular communications protocol stack enabling Cooperative Intelligent Transportation System (C-ITS). In this letter we first present an analytical framework that allows to tune parameters of the DCC algorithm specified by ETSI. Then we suggest two approaches to optimize the DCC configuration using our framework. Finally, we evaluate the performance of the proposed approaches using detailed simulation experiments. We demonstrate that proposed approaches are able to control channel busy ratio stably, while proposed analytical model precisely estimates application level metrics. © 2019 IEEE

Ort, förlag, år, upplaga, sidor
Piscataway, NJ: IEEE, 2019.
Nyckelord [en]
C-ITS, VANET, V2X, DCC, ETSI, platooning, congestion control
Nationell ämneskategori
Kommunikationssystem
Identifikatorer
URN: urn:nbn:se:hh:diva-38761DOI: 10.1109/LNET.2020.2970695OAI: oai:DiVA.org:hh-38761DiVA, id: diva2:1279320
Tillgänglig från: 2019-01-16 Skapad: 2019-01-16 Senast uppdaterad: 2020-02-18
Ingår i avhandling
1. Performance evaluation of safety critical ITS-G5 V2V communications for cooperative driving applications
Öppna denna publikation i ny flik eller fönster >>Performance evaluation of safety critical ITS-G5 V2V communications for cooperative driving applications
2019 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Intelligent Transport Systems (ITS) are aiming to provide innovative services related to different modes of transport and traffic management, and enable various users to be better informed and make safer, more coordinated and smarter use of transport networks. Cooperative-ITS (C-ITS) support connectivity between vehicles, vehicles and roadside infrastructure, traffic signals as well as with other road users. In order to enable vehicular communications European Telecommunication Standards Institute (ETSI) delivered ITS-G5 -- a of set of C-ITS standards. Considering the goals of C-ITS, inter-vehicle communications should be reliable and efficient.

The subject of this thesis is evaluation of the performance, efficiency, and dependability of ITS-G5 communications for cooperative driving applications support. This thesis includes eight scientific papers and extends the research area in three directions: evaluation of the performance of ITS-G5 beaconing protocols; studying the performance of ITS-G5 congestion control mechanisms; and studying the radio jamming Denial-of-Service (DoS) attacks and their detection methods.

First, an overview of currently available and ongoing standardization targeting communications in C-ACC/platooning cooperative driving applications is provided. Then, as part of the first research direction, we demonstrate via a number of studies, that the adaptive beaconing approach where message generation is coupled to the speed variation of the originating ITS-s may lead to a message synchronization effect in the time domain when vehicles follow mobility scenarios that involve cooperative speed variation. We explain in detail the cause of this phenomenon and test it for a wide range of parameters. In relation to the second problem, we, first, study the influence of different available ITS-G5 legitimate setups on the C-ACC/platooning fuel efficiency and demonstrate that proper communication setup may enhance fuel savings. Then we thoroughly study the standardization of the congestion control mechanism for ITS-G5, which will affect the operation of all cooperative driving C-ITS applications as a mandatory component. We study the influence of congestion control on application performance and give recommendations for improvement to make the congestion control to target at optimizing the applications performance metrics. In the scope of the last research direction, we propose two real-time jamming DoS detection methods. The main advantage of our detection techniques is their short learning phase that not exceed a few seconds and low detection delay of a few hundreds of milliseconds. Under some assumptions, the proposed algorithms demonstrates the ability to detect certain types of attacks with high detection probability.

Ort, förlag, år, upplaga, sidor
Halmstad: Halmstad University Press, 2019. s. 186
Serie
Halmstad University Dissertations ; 53
Nyckelord
C-ITS, VANET, ITS-G5, IEEE 802.11p, ETSI, platooning, C-ACC, jamming Denial-of-Service attack, congestion control, cooperative awareness, security in C-ITS
Nationell ämneskategori
Kommunikationssystem Telekommunikation
Identifikatorer
urn:nbn:se:hh:diva-38763 (URN)978-91-88749-15-4 (ISBN)978-91-88749-14-7 (ISBN)
Disputation
2019-01-30, Wigforssalen, Visionen, Kristian IV:s väg 3, Halmstad, 10:15 (Engelska)
Opponent
Handledare
Tillgänglig från: 2019-01-17 Skapad: 2019-01-16 Senast uppdaterad: 2019-01-17Bibliografiskt granskad

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Lyamin, NikitaVinel, Alexey

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