A review of testing object-based environment perception for safe automated driving
Safety assurance of automated driving systems must consider uncertain environment
perception. This paper reviews literature addressing how perception testing is realized as …
perception. This paper reviews literature addressing how perception testing is realized as …
Fundamental considerations around scenario-based testing for automated driving
The homologation of automated vehicles, being safety-critical complex systems, requires
sound evidence for their safe operability. Traditionally, verification and validation activities …
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 …
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 …
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
As the complexity of autonomous vehicles (AVs) continues to increase and artificial
intelligence algorithms are becoming increasingly ubiquitous, a novel safety concern known …
intelligence algorithms are becoming increasingly ubiquitous, a novel safety concern known …
Simulation-based elicitation of accuracy requirements for the environmental perception of autonomous vehicles
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 …
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
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 …
requirements. In particular cases, all the requirements cannot be satisfied at the same time …
Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles
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 …
passengers and agents in their environment have risen. Each real world traffic collision …
Safe perception: On relevance of objects for vehicle safety
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 …
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 …
due to their dynamic behaviour involving several interacting components. This paper …