Survey on scenario-based safety assessment of automated vehicles

S Riedmaier, T Ponn, D Ludwig, B Schick… - IEEE …, 2020 - ieeexplore.ieee.org
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …

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 …

Scenario parameter generation method and scenario representativeness metric for scenario-based assessment of automated vehicles

E de Gelder, J Hof, E Cator… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The development of assessment methods for the performance of Automated Vehicles (AVs)
is essential to enable the deployment of automated driving technologies, due to the complex …

Risk quantification for automated driving systems in real-world driving scenarios

E De Gelder, H Elrofai, AK Saberi… - Ieee …, 2021 - ieeexplore.ieee.org
The development of safety validation methods is essential for the safe deployment and
operation of Automated Driving Systems (ADSs). One of the goals of safety validation is to …

Collision avoidance testing of the waymo automated driving system

KD Kusano, K Beatty, S Schnelle, F Favaro… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper describes Waymo's Collision Avoidance Testing (CAT) methodology: a scenario-
based testing method that evaluates the safety of the Waymo Driver Automated Driving …

The conscend dataset: Concrete scenarios from the highd dataset according to alks regulation unece r157 in openx

A Tenbrock, A König, T Keutgens… - 2021 IEEE Intelligent …, 2021 - ieeexplore.ieee.org
With Regulation UNECE R157 on Automated Lane-Keeping Systems, the first framework for
the introduction of passenger cars with Level 3 systems has become available in 2020. In …

Defining reasonably foreseeable parameter ranges using real-world traffic data for scenario-based safety assessment of automated vehicles

H Nakamura, H Muslim, R Kato… - IEEE …, 2022 - ieeexplore.ieee.org
Verification and validation of automated driving systems' safety are some of the biggest
challenges for the introduction of automated vehicles into the market. Scenario-based safety …

How certain are we that our automated driving system is safe?

E de Gelder, O Op den Camp - Traffic injury prevention, 2023 - Taylor & Francis
Objective Regulations are currently being drafted by the European Commission for the safe
introduction of automated driving systems (ADSs) with conditional or higher automation …

Cut-out scenario generation with reasonability foreseeable parameter range from real highway dataset for autonomous vehicle assessment

H Muslim, S Endo, H Imanaga, S Kitajima… - IEEE …, 2023 - ieeexplore.ieee.org
This study aims to generate test cases for scenario-based assessment of automated driving
systems (ADS) when encounter a cut-out maneuver where the lead vehicle having changed …

Logical scenarios parameterization for automated vehicle safety assessment: Comparison of deceleration and cut-in scenarios from Japanese and German highways

A Zlocki, A König, J Bock, H Weber, H Muslim… - IEEE …, 2022 - ieeexplore.ieee.org
This study compares real-traffic deceleration and cut-in scenarios, which were established
as critical to automated vehicles (AVs) safety, between Japanese and German highway …