An open-source scenario architect for autonomous vehicles

T Stahl, J Betz - 2020 Fifteenth International Conference on …, 2020 - ieeexplore.ieee.org
The development of software components for autonomous driving functions should al-ways
include an extensive and rigorous evaluation. Since real-world testing is expensive and …

Formal scenario-based testing of autonomous vehicles: From simulation to the real world

DJ Fremont, E Kim, YV Pant, SA Seshia… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
We present a new approach to automated scenario-based testing of the safety of
autonomous vehicles, especially those using advanced artificial intelligence-based …

Continuous integration and testing for autonomous racing software: An experience report from GRAIC

M Jiang, K Miller, D Sun, Z Liu, Y Jia, A Datta… - IEEE ICRA 2021 …, 2021 - par.nsf.gov
Self-driving autonomous vehicles (AVs) have recently gained popularity as a research topic.
The safety of AVs is exceptionally important as failure in the design of an AV could lead to …

Procedure for the safety assessment of an autonomous vehicle using real-world scenarios

E De Gelder, OO Camp - arXiv preprint arXiv:2012.00643, 2020 - arxiv.org
The development of Autonomous Vehicles (AVs) has made significant progress in the last
years. An important aspect in the development of AVs is the assessment of their safety. New …

Identification of challenging highway-scenarios for the safety validation of automated vehicles based on real driving data

T Ponn, M Breitfuß, X Yu… - … Conference on Ecological …, 2020 - ieeexplore.ieee.org
For a successful market launch of automated vehicles (AVs), proof of their safety is essential.
Due to the open parameter space, an infinite number of traffic situations can occur, which …

Computer-aided design for safe autonomous vehicles

M O'Kelly, H Abbas… - 2017 Resilience Week …, 2017 - ieeexplore.ieee.org
This paper details the design of an autonomous vehicle CAD toolchain, which captures
formal descriptions of driving scenarios in order to develop a safety case for an autonomous …

Mixed test environment-based vehicle-in-the-loop validation-a new testing approach for autonomous vehicles

Y Chen, S Chen, T Xiao, S Zhang… - 2020 IEEE intelligent …, 2020 - ieeexplore.ieee.org
The current test of autonomous driving technology requires extensive experimental
verification, whether in simulation or on real roads. Netherthless, how to test autonomous …

Safety demonstration of autonomous vehicles: A review and future research questions

TF Koné, E Bonjour, E Levrat, F Mayer… - Complex Systems Design …, 2020 - Springer
The safety demonstration and validation of Autonomous vehicles (AVs) remains a
challenging activity. In this paper, we firstly review what those challenges are and how they …

An industrial workbench for test scenario identification for autonomous driving software

Q Song, K Tan, P Runeson… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Testing of autonomous vehicles involves enormous challenges for the automotive industry.
The number of real-world driving scenarios is extremely large, and choosing effective test …

From functional to logical scenarios: Detailing a keyword-based scenario description for execution in a simulation environment

T Menzel, G Bagschik, L Isensee… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Scenario-based development and test processes are a promising approach for verifying and
validating automated driving functions. For this purpose, scenarios have to be generated …