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Evaluation of Performance Enhancement for Crash Constellation Prediction via Car-to-Car Communication

  • Active safety systems for advanced driver assistance systems act within a complex, dynamic traffic environment featuring various sensor systems which detect the vehicles’ surroundings and interior. This paper describes the recent progress towards a performance evaluation of car-to-car communication (C2C) for active safety systems - in particular for crash constellation prediction. The methodologyActive safety systems for advanced driver assistance systems act within a complex, dynamic traffic environment featuring various sensor systems which detect the vehicles’ surroundings and interior. This paper describes the recent progress towards a performance evaluation of car-to-car communication (C2C) for active safety systems - in particular for crash constellation prediction. The methodology introduced in this work is designed to evaluate the impact of different sensors on the accuracy of a crash constellation prediction algorithm. The benefit of C2C communication (viewed as a virtual sensor) within a sensor data fusion architecture for pre-crash collision prediction is explored. Therefore, a simulation environment for accident scenarios analysis reproducing real-world sensor behaviour, is designed and implemented. Performance evaluation results show that C2C increases confidence in the estimated position of the oncoming vehicle. With C2C enhancement the given accuracy in time-to-collision (TTC) estimation is achievable about 110 ms earlier for moderate velocities at TTC range of [0.5s..0.2s]. The uncertainty in the vehicle position prediction at the time of collision can be reduced about half by integrating C2C communication into the sensor data fusion.show moreshow less

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Metadaten
Document Type:Conference Proceeding
Conference Type:Konferenzartikel
Zitierlink: https://opus.hs-offenburg.de/7027
Bibliografische Angaben
Title (English):Evaluation of Performance Enhancement for Crash Constellation Prediction via Car-to-Car Communication
Subtitle (English):A Simulation Model Based Approach
Conference:International Workshop, Nets4Cars/Nets4Trains/Nets4Aircraft (6. : May 6-7, 2014 : Offenburg, Germany)
Author:Thomas Kühbeck, Gor Hakobyan, Axel SikoraStaff MemberORCiDGND, Claude C. Chibelushi, Mansour Moniri
Edition:1.
Year of Publication:2014
Place of publication:Cham
Publisher:Springer
First Page:57
Last Page:68
Parent Title (English):Communication Technologies for Vehicles : 6th International Workshop, Nets4Cars/Nets4Trains/Nets4Aircraft 2014
Editor:Axel Sikora, Marion Berbineau, Alexey Vinel, Magnus Jonsson, Alain Pirovano, Marina Aguado
Volume:LNCS 8435
ISBN:978-3-319-06643-1 (Softcover)
ISBN:978-3-319-06644-8 (eBook)
DOI:https://doi.org/10.1007/978-3-319-06644-8_6
Language:English
Inhaltliche Informationen
Institutes:Fakultät Elektrotechnik und Informationstechnik (E+I) (bis 03/2019)
Institutes:Bibliografie
Tag:Abbreviate Injury Scale; Accident Analysis; Advanced Driver Assistance System; Collision Point; Target Vehicle
Formale Angaben
Open Access: Closed 
Licence (German):License LogoUrheberrechtlich geschützt