A review of testing object-based environment perception for safe automated driving

M Hoss, M Scholtes, L Eckstein - Automotive Innovation, 2022 - Springer
Safety assurance of automated driving systems must consider uncertain environment
perception. This paper reviews literature addressing how perception testing is realized as …

Fundamental considerations around scenario-based testing for automated driving

C Neurohr, L Westhofen, T Henning… - 2020 IEEE intelligent …, 2020 - ieeexplore.ieee.org
The homologation of automated vehicles, being safety-critical complex systems, requires
sound evidence for their safe operability. Traditionally, verification and validation activities …

A Survey of Decision-Making Safety Assessment Methods for Autonomous Vehicles

Z Pang, Z Chen, J Lu, M Zhang, X Feng… - IEEE Intelligent …, 2023 - ieeexplore.ieee.org
How to drive safely in complex real-world traffic settings has long been a question and
challenge for autonomous vehicles (AVs). Decision-making systems (DecSs) are the core of …

智能汽车预期功能安全保障关键技术

邵文博, 李骏, 张玉新, 王红 - 汽车工程, 2022 - qichegongcheng.com
由于性能局限, 规范不足或可合理预见误用导致的预期功能安全问题层出不穷,
严重阻碍了智能汽车的快速发展. 本综述聚焦智能汽车预期功能安全保障关键技术 …

A Survey on an Emerging Safety Challenge for Autonomous Vehicles: Safety of the Intended Functionality

H Wang, W Shao, C Sun, K Yang, D Cao, J Li - Engineering, 2024 - Elsevier
As the complexity of autonomous vehicles (AVs) continues to increase and artificial
intelligence algorithms are becoming increasingly ubiquitous, a novel safety concern known …

Simulation-based elicitation of accuracy requirements for the environmental perception of autonomous vehicles

R Philipp, H Qian, L Hartjen, F Schuldt… - Leveraging Applications of …, 2021 - Springer
Novel methods for safety validation of autonomous vehicles are needed in order to enable a
successful release of self-driving cars to the public. Decomposition of safety validation is one …

Hierarchical assessment of safety requirements for configurations of autonomous driving systems

Y Luo, XY Zhang, P Arcaini, Z Jin… - 2022 IEEE 30th …, 2022 - ieeexplore.ieee.org
Autonomous Driving Systems (ADSs) are complex systems that must satisfy multiple safety
requirements. In particular cases, all the requirements cannot be satisfied at the same time …

Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles

A Bansal, S Yu, H Kim, B Li, N Hovakimyan… - arXiv preprint arXiv …, 2022 - arxiv.org
As Autonomous Vehicle (AV) development has progressed, concerns regarding the safety of
passengers and agents in their environment have risen. Each real world traffic collision …

Safe perception: On relevance of objects for vehicle safety

C Buerkle, F Oboril, J Jarquin, F Pasch… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Automated vehicles are a great promise for the future of transportation systems. However,
safety assurance is still a major roadblock for the mass deployment of such vehicles. This is …

Comparison of FTA and Stpa approaches: a brake-by-wire case study

M James Elizebeth, S Khastgir, I Babaev… - … and Babaev, Islam …, 2023 - papers.ssrn.com
The risk and hazard analysis of modern complex software-intensive systems is a challenge,
due to their dynamic behaviour involving several interacting components. This paper …