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Prioritizing Relevant Information: Decentralized V2X Resource Allocation for Cooperative Driving

Bischoff, Daniel ; Schiegg, Florian A. ; Schuller, Dieter ; Lemke, Jens ; Becker, Benjamin ; Meuser, Tobias (2021)
Prioritizing Relevant Information: Decentralized V2X Resource Allocation for Cooperative Driving.
In: IEEE Access, 9
doi: 10.1109/ACCESS.2021.3116317
Artikel, Bibliographie

Kurzbeschreibung (Abstract)

Cooperative driving is a promising approach to increase traffic efficiency and safety but requires high Vehicle-to-Everything (V2X) communication performance for coordinating and executing a cooperative maneuvers, especially in scenarios with high vehicle densities under congested channel conditions. Recent studies identified that content-agnostic congestion control mechanisms deployed in decentralized V2X networks maintain the radio communication performance under congested channel conditions but severely degrade the communication performance from the application perspective, such as for cooperative driving, as focused in this paper. Thus, we propose a relevance-aware resource allocation mechanism for decentralized V2X networks that prioritizes vehicles with relevant information and counteracts channel conditions. Our evaluation results show that our proposed approach maintains the radio communication performance and significantly increases the communication performance from the application perspective compared to content-aware resource allocation and content-agnostic congestion control mechanisms.

Typ des Eintrags: Artikel
Erschienen: 2021
Autor(en): Bischoff, Daniel ; Schiegg, Florian A. ; Schuller, Dieter ; Lemke, Jens ; Becker, Benjamin ; Meuser, Tobias
Art des Eintrags: Bibliographie
Titel: Prioritizing Relevant Information: Decentralized V2X Resource Allocation for Cooperative Driving
Sprache: Englisch
Publikationsjahr: 29 September 2021
Verlag: IEEE
Titel der Zeitschrift, Zeitung oder Schriftenreihe: IEEE Access
Jahrgang/Volume einer Zeitschrift: 9
DOI: 10.1109/ACCESS.2021.3116317
Kurzbeschreibung (Abstract):

Cooperative driving is a promising approach to increase traffic efficiency and safety but requires high Vehicle-to-Everything (V2X) communication performance for coordinating and executing a cooperative maneuvers, especially in scenarios with high vehicle densities under congested channel conditions. Recent studies identified that content-agnostic congestion control mechanisms deployed in decentralized V2X networks maintain the radio communication performance under congested channel conditions but severely degrade the communication performance from the application perspective, such as for cooperative driving, as focused in this paper. Thus, we propose a relevance-aware resource allocation mechanism for decentralized V2X networks that prioritizes vehicles with relevant information and counteracts channel conditions. Our evaluation results show that our proposed approach maintains the radio communication performance and significantly increases the communication performance from the application perspective compared to content-aware resource allocation and content-agnostic congestion control mechanisms.

Fachbereich(e)/-gebiet(e): 18 Fachbereich Elektrotechnik und Informationstechnik
18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Datentechnik
18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Datentechnik > Multimedia Kommunikation
Hinterlegungsdatum: 24 Apr 2023 13:34
Letzte Änderung: 26 Jul 2023 13:24
PPN: 509943330
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