Car accident beamngdrive'10/28/2023 Research Into Driving Simulation for Safety With this information at hand, an algorithm will set up driving simulations that (as far as possible) recreate the accident, allowing developers and testers to study how ADAS/AV could handle such critical situations. Then, an optimisation process based on state-of-the-art search algorithms will create variations of the original crash scenarios with increased criticality and severity.īased on recent research results, existing car crashes documented using textual and visual descriptions (i.e., accident sketches) will be automatically interpreted using Natural Language and Image Processing to extract information about road geometry, layout and vehicle movement. In the initial phase, driving scenarios extracted from publicly available databases will be fed into the soft-body simulator BeamNG.tech, a driving simulator specialising in realistic car crashes. Researchers from the IMC University of Applied Sciences Krems are working on the Flexcrash project to develop realistic crash scenarios and simulations of future traffic situations involving autonomous vehicles and human drivers.
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