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 …

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 …

Toward a consistent taxonomy for scenario-based development and test approaches for automated vehicles: A proposal for a structuring framework, a basic …

M Steimle, T Menzel, M Maurer - IEEE Access, 2021 - ieeexplore.ieee.org
Ensuring and validating the safe operation of automated vehicles are key challenges for
their market launch. Scenario-based development and test approaches are currently being …

Toward fault-tolerant vehicle motion control for over-actuated automated vehicles: A non-linear model predictive approach

T Stolte, M Loba, M Nee, L Wu, M Maurer - IEEE Access, 2023 - ieeexplore.ieee.org
Automated driving systems operated at SAE levels 4 and 5 require a far-reaching fault-
tolerant design. To meet this need at the actuator level, we present an integrated vehicle …

[PDF][PDF] Automation of the UNICARagil vehicles

M Buchholz, F Gies, A Danzer, M Henning… - 29th Aachen …, 2020 - oparu.uni-ulm.de
The German research project UNICARagil is a collaboration between eight universities and
six industrial partners funded by the Federal Ministry of Education and Research. It aims to …

Risk Management Core–Towards an Explicit Representation of Risk in Automated Driving

NF Salem, T Kirschbaum, M Nolte… - IEEE …, 2024 - ieeexplore.ieee.org
While current automotive safety standards provide implicit guidance on how unreasonable
risk can be avoided, manufacturers are required to specify risk acceptance criteria for …

Phenomenon-signal model: Formalisation, graph and application

HN Beck, NF Salem, V Haber, M Rauschenbach… - arXiv preprint arXiv …, 2022 - arxiv.org
Considering information as the basis of action, it may be of interest to examine the flow and
acquisition of information between the actors in traffic. The central question is: Which signals …

Holistic Perspectives on Safety of Automated Driving Systems-Methods for Provision of Evidence

M Gyllenhammar, GR de Campos, M Törngren - Authorea Preprints, 2023 - techrxiv.org
In recent years, the enormous investments in Automated Driving Systems (ADSs) have
distinctly advanced ADS technologies. Despite promises made by several high profile auto …

A knowledge-based approach for the automatic construction of skill graphs for online monitoring

I Jatzkowski, T Menzel, A Bock… - 2021 IEEE Intelligent …, 2021 - ieeexplore.ieee.org
Automated vehicles need to be aware of the capabilities they currently possess. Skill graphs
are directed acylic graphs in which a vehicle's capabilities and the dependencies between …

ODD-Centric Contextual Sensitivity Analysis Applied To A Non-Linear Vehicle Dynamics Model

R Schubert, M Nolte, A de La Fortelle… - 2023 IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Advanced driving functions, for assistance or full automation, require strong guarantees to
be deployed. This means that such functions may not be available all the time, like now …