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Improved Information Processing for Cooperative Vehicle Safety Applications

Röckl, Matthias and Frank, Korbinian and Robertson, Patrick and Strang, Thomas (2006) Improved Information Processing for Cooperative Vehicle Safety Applications. In: Proceedings, pp. 204-213. Informationssysteme für mobile Anwendungen (IMA 2006), 2006-10-25 - 2006-10-26, Wolfsburg, Germany. ISBN 978-3-937655-08-6

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Abstract

Current Vehicle-to-Vehicle and Vehicle-to-Roadside communication based on IEEE 802.11 cannot guarantee a reliable dissemination of situational information which is required for Situation-Aware Driver Assistance Systems. By using a local Knowledge Base which manages the situational information, the drawbacks of the absence of congruous situational information for the hazard detection can be mitigated. Our work identifies four requirements which have to be fulfilled by this Knowledge Base. The objective of this paper is to show the potentials and benefits of using Bayesian Networks for the processing of uncertain and missing information. Bayesian Networks provide an optimal solution for the management of situational information in local Knowledge Bases and thus we suggest to use Bayesian Networks for the early and reliable hazard detection in Situation-Aware Driver Assistance Systems.

Item URL in elib:https://elib.dlr.de/43843/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Improved Information Processing for Cooperative Vehicle Safety Applications
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Röckl, MatthiasUNSPECIFIEDUNSPECIFIED
Frank, KorbinianUNSPECIFIEDUNSPECIFIED
Robertson, PatrickUNSPECIFIEDUNSPECIFIED
Strang, ThomasUNSPECIFIEDUNSPECIFIED
Date:2006
Journal or Publication Title:Proceedings
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 204-213
Editors:
EditorsEmail
Gesamtzentrum für Verkehr Braunschweig e.V., UNSPECIFIED
ISBN:978-3-937655-08-6
Status:Published
Keywords:Car-2-Car-Communication, Car-2-Infrastructure-Communication, Context-Awareness, Situation-Awareness, Advanced Driver Assistance System, Bayesian Networks, Active Safety Applications, Cooperative Hazard Detection, Probabilistic Reasoning
Event Title:Informationssysteme für mobile Anwendungen (IMA 2006)
Event Location:Wolfsburg, Germany
Event Type:international Conference
Event Dates:2006-10-25 - 2006-10-26
Organizer:Gesamtzentrum für Verkehr Braunschweig
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:V SM - Sicherung der Mobilität (old)
DLR - Research area:Transport
DLR - Program:V SM - Sicherung der Mobilität
DLR - Research theme (Project):V - Galileo-Verkehrsanwendungen (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Röckl, Dr. Matthias
Deposited On:02 Nov 2006
Last Modified:31 Jul 2019 19:17

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