Test scenarios construction based on combinatorial testing strategy for automated vehicles

H Shu, H Lv, K Liu, K Yuan, X Tang - IEEE Access, 2021 - ieeexplore.ieee.org
Scenario-based testing is an important verification and certification measure to evaluate the
safety of automated vehicles. In view of the existing test scenario composition methods …

Study on the controlled field test scenarios of automated vehicles

F Xie, T Chen, Q Xia, L Huang, H Shu - 2018 - sae.org
Function and performance test of automated vehicles in the closed field is a necessary way
to verify their safety, intelligence and comfort. The design and number of test scenarios will …

[HTML][HTML] Research on Specific Scenario Generation Methods for Autonomous Driving Simulation Tests

N Li, L Chen, Y Huang - World Electric Vehicle Journal, 2023 - mdpi.com
In this paper, we propose a method for the generation of simulated test scenarios for
autonomous driving. Based on the requirements of standard regulatory test scenarios, we …

Toward generating sufficiently valid test case results: A method for systematically assigning test cases to test bench configurations in a scenario-based test approach …

M Steimle, N Weber, M Maurer - IEEE Access, 2022 - ieeexplore.ieee.org
To successfully launch automated vehicles into the consumer market, there must be credible
proof that the vehicles will operate safely. However, finding a method to validate the …

Testing scenario library generation for connected and automated vehicles, part I: Methodology

S Feng, Y Feng, C Yu, Y Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Testing and evaluation is a critical step in the development and deployment of connected
and automated vehicles (CAVs), and yet there is no systematic framework to generate …

Testing scenarios construction for connected and automated vehicles based on dynamic trajectory clustering method

R Zhou, Z Lin, X Huang, J Peng… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
In order to verify the safety of connected and automated vehicles (CAVs), it is necessary to
conduct comprehensive testing in virtual simulation environments, closed facilities, and …

Test scenario generation method for autonomous vehicles based on combinatorial testing and Bayesian network

X Hu, B Zhu, D Tan, N Zhang… - Proceedings of the …, 2024 - journals.sagepub.com
A test scenario generation method based on combinatorial testing (CT) and Bayesian
Network for autonomous vehicles is proposed in this paper. Firstly, some parameters are …

[HTML][HTML] A survey on data-driven scenario generation for automated vehicle testing

J Cai, W Deng, H Guang, Y Wang, J Li, J Ding - Machines, 2022 - mdpi.com
Automated driving is a promising tool for reducing traffic accidents. While some companies
claim that many cutting-edge automated driving functions have been developed, how to …

Scenario-based test automation for highly automated vehicles: A review and paving the way for systematic safety assurance

J Sun, H Zhang, H Zhou, R Yu… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Highly Automated Vehicles (HAVs) must undergo strict safety testing before being released
to the public. Mileage-based on-road testing suffers from unaffordable time costs and high …

A method for classifying test bench configurations in a scenario-based test approach for automated vehicles

M Steimle, T Menzel, M Maurer - arXiv preprint arXiv:1905.09018, 2019 - arxiv.org
The introduction of automated vehicles demands a way to prove their safe operation.
However, validating the safety of automated vehicles is still an unsolved problem. While the …