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 …

Autonomous vehicle safety assessment with fully quantified odds

A Smart, C Stetson, K Jesudesan - … of Advances and Current Practices in …, 2021 - sae.org
Current vehicle safety standards, best practices, and approaches are not adequate to
ensure the safety of an Automated Vehicle (AV), the motoring public, and vulnerable road …

[HTML][HTML] Safety assessment of automated vehicles using real-world driving scenarios

E de Gelder - 2022 - repository.tudelft.nl
Automated Vehicles (AVs) have a great potential to change transport fundamentally by
making it safer, by reducing travel time, and by increasing mobility and accessibility for all …

Law compliance decision making for autonomous vehicles on highways

X Ma, L Song, C Zhao, S Wu, W Yu, W Wang… - Accident Analysis & …, 2024 - Elsevier
As autonomous driving advances, autonomous vehicles will share the road with human
drivers. This requires autonomous vehicles to adhere to human traffic laws under safe …

Risk assessment methodologies for autonomous driving: A survey

WMD Chia, SL Keoh, C Goh… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Autonomous driving systems (ADS) in recent years have been the subject of focus, evolving
as one of the major mobility disruptors and being a potential candidate for deployment in …

Evaluation of automated driving system safety metrics with logged vehicle trajectory data

X Yan, S Feng, DJ LeBlanc… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time safety metrics are important for automated driving systems (ADS) to assess the
risk of driving situations and assist in decision-making. Although a number of real-time safety …

Development and validation of safety performance evaluation scenarios of autonomous vehicle based on driving data

H Lim, H Chae, M Lee, K Lee - Journal of Auto-Vehicle Safety …, 2017 - koreascience.kr
As automotive industry develops, the demand for increasing traffic safety is growing. Lots of
researches about vehicle convenience and safety technology have been implemented …

Functional safety assessment in autonomous vehicles

AK Shastry - 2018 - vtechworks.lib.vt.edu
Autonomous vehicles (AVs) are a class of safety-critical systems that are capable of decision-
making and operate with little or no human intervention. For such complex systems …

US: An Unified Safety and Security Analysis Method for Autonomous Vehicles

J Cui, G Sabaliauskaite - Future of Information and Communication …, 2018 - Springer
Abstract Autonomous Vehicles (AVs) are security-critical systems, and safety is primary goal
for AVs. The high degree of integration between safety and security introduces new problem …

A safety analysis and verification framework for autonomous vehicles based on the identification of triggering events

A Huang, X Xing, T Zhou, J Chen - 2021 - sae.org
For high-level autonomous vehicles, under many circumstances, accidents are not caused
by functional failures, but by system performance limitations and human misuses. ISO 21448 …