Hazardous scenario enhanced generation for automated vehicle testing based on optimization searching method

B Zhu, P Zhang, J Zhao, W Deng - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The scenario-based test method is the research hotspot of automated vehicle (AV) validation
and verification (V&V), and testing with hazardous scenarios is of important means. An …

Test scenario generation and optimization technology for intelligent driving systems

J Duan, F Gao, Y He - IEEE Intelligent Transportation Systems …, 2020 - ieeexplore.ieee.org
In this paper, we propose a new scenario generation algorithm called Combinatorial Testing
Based on Complexity (CTBC) based on both combinatorial testing (CT) method and Test …

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 …

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 …

Genetic algorithm-based challenging scenarios generation for autonomous vehicle testing

R Zhou, Y Liu, K Zhang, O Yang - IEEE Journal of Radio …, 2022 - ieeexplore.ieee.org
Virtual testing plays a vital role in developing connected and automated vehicles. To ensure
the safety of CAV, millions of miles of testing are required. The scenario library defines the …

[HTML][HTML] Review on functional testing scenario library generation for connected and automated vehicles

Y Zhu, J Wang, F Meng, T Liu - Sensors, 2022 - mdpi.com
The advancement of autonomous driving technology has had a significant impact on both
transportation networks and people's lives. Connected and automated vehicles as well as …

[HTML][HTML] A test scenario automatic generation strategy for intelligent driving systems

F Gao, J Duan, Y He, Z Wang - Mathematical Problems in …, 2019 - hindawi.com
In this paper, a methodology of automatic generation of test scenarios for intelligent driving
systems is proposed, which is based on the combination of the test matrix (TM) and …

Testing scenario library generation for connected and automated vehicles: An adaptive framework

S Feng, Y Feng, H Sun, Y Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
How to generate testing scenario libraries for connected and automated vehicles (CAVs) is a
major challenge faced by the industry. In previous studies, to evaluate maneuver challenge …

[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 …

An application of scenario exploration to find new scenarios for the development and testing of automated driving systems in urban scenarios

B Schütt, M Heinrich, S Marahrens, JM Zöllner… - arXiv preprint arXiv …, 2022 - arxiv.org
Verification and validation are major challenges for developing automated driving systems.
A concept that gets more and more recognized for testing in automated driving is scenario …