[HTML][HTML] 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 …

[HTML][HTML] Microscopic and macroscopic risk metrics for the safety validation of automated driving

PM Junietz - 2019 - tuprints.ulb.tu-darmstadt.de
Automated Driving is one of the trends in the automobile industry. Latest developments in
technology and prototypes suggest that the introduction of automated driving is near …

[PDF][PDF] Scenario based testing of automated driving systems: A literature survey

D Nalic, T Mihalj, M Bäumler, M Lehmann… - FISITA web …, 2020 - researchgate.net
Market introduction of automated driving features several motivations including road safety,
driving comfort, energy efficiency and totally new transport systems. However, many …

A taxonomy for quality in simulation-based development and testing of automated driving systems

B Schütt, M Steimle, B Kramer, D Behnecke… - IEEE Access, 2022 - ieeexplore.ieee.org
Ensuring the quality of automated driving systems is a major challenge the automotive
industry faces. In this context, quality defines the degree to which an object meets …

Towards a framework to manage perceptual uncertainty for safe automated driving

K Czarnecki, R Salay - … Safety, Reliability, and Security: SAFECOMP 2018 …, 2018 - Springer
Perception is a safety-critical function of autonomous vehicles and machine learning (ML)
plays a key role in its implementation. This position paper identifies (1) perceptual …

A comprehensive safety metric to evaluate perception in autonomous systems

G Volk, J Gamerdinger, A von Bernuth… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Complete perception of the environment and its correct interpretation is crucial for
autonomous vehicles. Object perception is the main component of automotive surround …

Scenario-based test automation for highly automated vehicles: A review and paving the way for systematic safety assurance

J Sun, H Zhang, H Zhou, R Yu… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Highly Automated Vehicles (HAVs) must undergo strict safety testing before being released
to the public. Mileage-based on-road testing suffers from unaffordable time costs and high …

Paving the roadway for safety of automated vehicles: An empirical study on testing challenges

A Knauss, J Schröder, C Berger… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
The technology in the area of automated vehicles is gaining speed and promises many
advantages. However, with the recent introduction of conditionally automated driving, we …

A credibility assessment approach for scenario-based virtual testing of automated driving functions

C Stadler, F Montanari, W Baron… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
An immense test space is pushing the development and testing of automated driving
functions from real to virtual environments. The virtual world is provided by interconnected …

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 …