Formal verification of safety architectures for automated driving

C Eberhart, J Dubut, J Haydon… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Safety architectures play a crucial role in the safety assurance of automated driving vehicles
(ADVs). They can be used as safety envelopes of black-box ADV controllers, and for …

Formal verification of intersection safety for automated driving

J Haydon, M Bondu, C Eberhart… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
We build on our recent work on formalization of responsibility-sensitive safety (RSS) and
present the first formal framework that enables mathematical proofs of the safety of control …

Temporal Logic Formalisation of ISO 34502 Critical Scenarios: Modular Construction with the RSS Safety Distance

J Reimann, N Mansion, J Haydon, B Bray… - Proceedings of the 39th …, 2024 - dl.acm.org
As the development of autonomous vehicles progresses, efficient safety assurance methods
become increasingly necessary. Safety assurance methods such as monitoring and …

Safe and Human-Like Autonomous Driving: A Predictor–Corrector Potential Game Approach

M Liu, HE Tseng, D Filev, A Girard… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes a novel decision-making framework for autonomous vehicles (AVs),
called predictor–corrector potential game (PCPG), composed of a predictor and a corrector …

Online Safety Verification of Autonomous Driving Decision-Making Based on Dynamic Reachability Analysis

F Gao, C Luo, F Shi, X Chen, Z Gao, R Zhao - IEEE Access, 2023 - ieeexplore.ieee.org
Addressing decision safety in the unpredictable arena of complex traffic scenarios
represents a significant hurdle for autonomous driving systems. Considering the inherent …

No driver, No Regulation?--Online Legal Driving Behavior Monitoring for Self-driving Vehicles

W Yu, C Zhao, J Liu, Y Yang, X Ma, J Li… - arXiv preprint arXiv …, 2022 - arxiv.org
Defined traffic laws must be respected by all vehicles. However, it is essential to know which
behaviors violate the current laws, especially when a responsibility issue is involved in an …