A survey on scenario-based testing for automated driving systems in high-fidelity simulation

Z Zhong, Y Tang, Y Zhou, VO Neves, Y Liu… - arXiv preprint arXiv …, 2021 - arxiv.org
Automated Driving Systems (ADSs) have seen rapid progress in recent years. To ensure the
safety and reliability of these systems, extensive testings are being conducted before their …

[PDF][PDF] 智能汽车人机协同控制的研究现状与展望

胡云峰, 曲婷, 刘俊, 施竹清, 朱冰, 曹东璞, 陈虹 - 自动化学报, 2019 - aas.net.cn
摘要随着人工智能, 互联网技术, 通信技术, 计算机技术的快速发展, 以电动化,
智能化及网联化为基础的智能汽车成为汽车行业发展的一大趋势. 按照汽车智能化 …

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 …

Autonomous vessels: state of the art and potential opportunities in logistics

Y Gu, JC Goez, M Guajardo… - … in Operational Research, 2021 - Wiley Online Library
The growth in technology on autonomous transportation systems is currently motivating a
number of research initiatives. This paper first presents a survey of the literature on …

Learning to collide: An adaptive safety-critical scenarios generating method

W Ding, B Chen, M Xu, D Zhao - 2020 IEEE/RSJ International …, 2020 - ieeexplore.ieee.org
Long-tail and rare event problems become crucial when autonomous driving algorithms are
applied in the real world. For the purpose of evaluating systems in challenging settings, we …

Finding critical scenarios for automated driving systems: A systematic literature review

X Zhang, J Tao, K Tan, M Törngren… - arXiv preprint arXiv …, 2021 - arxiv.org
Scenario-based approaches have been receiving a huge amount of attention in research
and engineering of automated driving systems. Due to the complexity and uncertainty of the …

Game-theoretic modeling of traffic in unsignalized intersection network for autonomous vehicle control verification and validation

R Tian, N Li, I Kolmanovsky, Y Yildiz… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
For a foreseeable future, autonomous vehicles (AVs) will operate in traffic together with
human-driven vehicles. Their planning and control systems need extensive testing …

Testing scenario library generation for connected and automated vehicles, part II: Case studies

S Feng, Y Feng, H Sun, S Bao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Testing scenario library generation (TSLG) is a critical step for the development and
deployment of connected and automated vehicles (CAVs). In Part I of this study, a general …

Specification-based autonomous driving system testing

Y Zhou, Y Sun, Y Tang, Y Chen, J Sun… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Autonomous vehicle (AV) systems must be comprehensively tested and evaluated before
they can be deployed. High-fidelity simulators such as CARLA or LGSVL allow this to be …

[HTML][HTML] Assessing safety functionalities in the design and validation of driving automation

A Coppola, C D'Aniello, L Pariota, GN Bifulco - Transportation research part …, 2023 - Elsevier
This paper aims to contribute to the comprehensive and systematic safety assessment of
Automated Driving Systems (ADSs) by identifying unknown hazardous areas of operation …