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David J. LeBlanc
Researcher at University of Michigan
Publications - 79
Citations - 1782
David J. LeBlanc is an academic researcher from University of Michigan. The author has contributed to research in topics: Poison control & Crash. The author has an hindex of 19, co-authored 78 publications receiving 1366 citations.
Papers
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Journal ArticleDOI
Accelerated Evaluation of Automated Vehicles Safety in Lane-Change Scenarios Based on Importance Sampling Techniques
Ding Zhao,Henry Lam,Huei Peng,Shan Bao,David J. LeBlanc,Kazutoshi Nobukawa,Christopher S. Pan +6 more
TL;DR: Frontal collision due to unsafe cut-ins is the target crash type of this paper and the cross-entropy method is used to recursively search for the optimal skewing parameters to accelerate the verification of AVs in simulations and controlled experiments.
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Accelerated Evaluation of Automated Vehicles in Car-Following Maneuvers
TL;DR: In this paper, the authors proposed accelerated evaluation, focusing on the car-following scenario, where stochastic human-controlled vehicle (HV) motions are modeled based on 1.3 million miles of naturalistic driving data collected by the University of Michigan Safety Pilot Model Deployment Program.
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Driving behaviors in early stage dementia: a study using in-vehicle technology
TL;DR: In-vehicle technology was used to describe a set of driving behaviors that may be common in individuals with early stage dementia and compare these behaviors to a group of drivers without cognitive impairment, which found theEarly stage dementia group was found to have significantly restricted driving space relative to the comparison group.
Posted Content
Accelerated Evaluation of Automated Vehicles in Car-Following Maneuvers
TL;DR: The proposed techniques have great potential for accelerating the AV evaluation process, focusing on the car-following scenario, and show that test duration is reduced by a factor of 300 to 100 000 compared with the non-accelerated (naturalistic) evaluation.
Integrated vehicle-based safety systems field operational test final program report.
James R. Sayer,David J. LeBlanc,Scott E. Bogard,Dillon S Funkhouser,Shan Bao,Mary Lynn Buonarosa,Adam D Blankespoor +6 more
TL;DR: In this paper, the authors proposed a joint program with the U.S. Department of Transportation Research and Innovative Technology Administration ITS Joint Program Office to support the development of autonomous vehicles.