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Identification of Test Scenarios for Autonomous Vehicles Using Fatal Accident Data
Journal Article
12-04-01-0010
ISSN: 2574-0741, e-ISSN: 2574-075X
Sector:
Topic:
Citation:
Aydin, M. and Akbas, M., "Identification of Test Scenarios for Autonomous Vehicles Using Fatal Accident Data," SAE Intl. J CAV 4(1):119-132, 2021, https://doi.org/10.4271/12-04-01-0010.
Language:
English
References
- Zanona , M. 2017 https://thehill.com/policy/transportation/355696-driverless-car-investments-top-80-billion 2019
- Insight , B. 2016 http://www.berginsight.com/ReportPDF/ProductSheet/bi-autonomous-ps.pdf 2019
- Dan Fagella , T. 2017 https://venturebeat.com/2017/06/04/self-driving-car-timeline-for-11-top-automakers/ 2019
- Abraham , H. , Reimer , B. , Seppelt , B. , Fitzgerald , C. et al. 2017
- Razdan , R. , Akbas , M.I. , Sargolzaei , A. , Alnaser , A.J. et al. Unsettled Technology Areas in Autonomous Vehicle Test and Validation 2019 https://doi.org/10.4271/EPR2019001
- Kalra , N. and Paddock , S.M. Driving to Safety: How Many Miles of Driving Would It Take to Demonstrate Autonomous Vehicle Reliability? Transportation Research Part A: Policy and Practice 94 182 193 2016
- Alnaser , A.J. , Akbas , M.I. , Sargolzaei , A. , and Razdan , R. Autonomous Vehicles Scenario Testing Framework and Model of Computation SAE Int. J. CAV 2 4 205 218 2019 https://doi.org/10.4271/12-02-04-0015
- Medrano-Berumen , C. and Akbas , M.I. Scenario Generation for Validating Artificial Intelligence Based Autonomous Vehicles Asian Conference on Intelligent Information and Database Systems 481 492 Phuket, Thailand 2020
- Koopman , P. and Wagner , M. Challenges in Autonomous Vehicle Testing and Validation SAE Int. J. Trans. Safety 4 1 15 24 2016 https://doi.org/10.4271/2016-01-0128
- Huang , W. , Wang , K. , Lv , Y. , and Zhu , F. Autonomous Vehicles Testing Methods Review IEEE International Conference on Intelligent Transportation Systems (ITSC) Rio de Janeiro, Brazil 163 168 2016
- Bibuli , M. , Caccia , M. , and Lapierre , L. Path-Following Algorithms and Experiments for an Autonomous Surface Vehicle IFAC Proceedings Volumes 40 17 81 86 2007
- Li , L. , Huang , W.-L. , Liu , Y. , Zheng , N.-N. et al. Intelligence Testing for Autonomous Vehicles: A New Approach IEEE Transactions on Intelligent Vehicles 1 2 158 166 2016
- Broggi , A. , Buzzoni , M. , Debattisti , S. , Grisleri , P. et al. Extensive Tests of Autonomous Driving Technologies IEEE Transactions on Intelligent Transportation Systems 14 3 1403 1415 2013
- Zhang , C. , Liu , Y. , Zhao , D. , and Su , Y. RoadView: A Traffic Scene Simulator for Autonomous Vehicle Simulation Testing IEEE International Conference on Intelligent Transportation Systems (ITSC) Qingdao, China 1160 1165 2014
- Winner , H. , Lemmer , K. , Form , T. , and Mazzega , J. PEGASUS—First Steps for the Safe Introduction of Automated Driving Automated Vehicles Symposium 2018 185 195 San Francisco, California, USA 2018
- Hallerbach , S. , Xia , Y. , Eberle , U. , and Koester , F. Simulation-Based Identification of Critical Scenarios for Cooperative and Automated Vehicles SAE Int. J. CAV 1 2 93 106 2018 https://doi.org/10.4271/2018-01-1066
- Berger , C. Improving Scenario Selection for Simulations by Run-Time Control-Flow Analysis Proceedings of the Summer Computer Simulation Conference Toronto, Ontario, Canada 25 2013
- Zhao , D. , Huang , X. , Peng , H. , Lam , H. et al. Accelerated Evaluation of Automated Vehicles in Car-Following Maneuvers IEEE Transactions on Intelligent Transportation Systems 19 3 733 744 2018
- Khastgir , S. , Dhadyalla , G. , Birrell , S. , Redmond , S. et al. Test Scenario Generation for Driving Simulators Using Constrained Randomization Technique SAE Technical Paper 2017-01-1672 2017 https://doi.org/10.4271/2017-01-1672
- Baumann , G. , Riemer , T. , Liedecke , C. , Rumbolz , P. et al. The New Driving Simulator of Stuttgart University International Stuttgart Symposium Stuttgart 2012
- Ros , G. , Sellart , L. , Materzynska , J. , Vazquez , D. et al. The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Las Vegas, NV 3234 3243 2016
- Gaidon , A. , Wang , Q. , Cabon , Y. , and Vig , E. VirtualWorlds as Proxy for Multi-object Tracking Analysis Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Las Vegas, NV 4340 4349 2016
- Richter , S.R. , Vineet , V. , Roth , S. , and Koltun , V. Playing for Data: Ground Truth from Computer Games European Conference on Computer Vision 102 118 Amsterdam, The Netherlands 2016
- Wagner , S. , Knoll , A. , Groh , K. , Kuhbeck , T. et al. Virtual Assessment of Automated Driving: Methodology, Challenges, and Lessons Learned SAE Int. J. CAV 2 4 263 277 2019 https://doi.org/10.4271/12-02-04-0020
- Wolschke , C. , Kuhn , T. , Rombach , D. , and Liggesmeyer , P. Observation Based Creation of Minimal Test Suites for Autonomous Vehicles IEEE International Symposium on Software Reliability Engineering Workshops (IS-SREW) Toulouse 294 301 2017
- Mullins , G.E. , Stankiewicz , P.G. , Hawthorne , R.C. , and Gupta , S.K. Adaptive Generation of Challenging Scenarios for Testing and Evaluation of Autonomous Vehicles Journal of Systems and Software 137 197 215 2018
- Tuncali , C.E. , Pavlic , T.P. , and Fainekos , G. Utilizing S-TaLiRo as an Automatic Test Generation Framework for Autonomous Vehicles IEEE International Conference on Intelligent Transportation Systems (ITSC) Rio de Janeiro, Brazil 1470 1475 2016
- Du , P. and Driggs-Campbell , K. Finding Diverse Failure Scenarios in Autonomous Systems Using Adaptive Stress Testing SAE Int. J. CAV 2 4 241 251 2019 https://doi.org/10.4271/12-02-04-0018
- National Highway Traffic Safety Administration (NHTSA) 2020 ftp://ftp.nhtsa.dot.gov/FARS 2019
- 2018
- Koopman , P. , Ferrell , U. , Fratrik , F. , and Wagner , M. A Safety Standard Approach for Fully Autonomous Vehicles International Conference on Computer Safety, Reliability, and Security Turku, Finland 326 332 2019
- Menzel , T. , Bagschik , G. , and Maurer , M. Scenarios for Development, Test and Validation of Automated Vehicles IEEE Intelligent Vehicles Symposium (IV) Changshu, China 1821 1827 2018
- NHTSA Administration 2015
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