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 …

Virtual testing of automated driving systems. A survey on validation methods

R Donà, B Ciuffo - IEEE Access, 2022 - ieeexplore.ieee.org
This paper surveys the state-of-the-art contributions supporting the validation of virtual
testing toolchains for Automated Driving System (ADS) verification. The work builds upon the …

The future of autonomous vehicles in the opinion of automotive market users

M Stoma, A Dudziak, J Caban, P Droździel - Energies, 2021 - mdpi.com
Contemporary trends are focused on the development of the so-called smart, connected and
multimedia cars as well as actions in the field of driving autonomy, and these trends may …

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 …

Virtual testing in automated driving systems Certification. A longitudinal dynamics validation example

R Donà, S Vass, K Mattas, MC Galassi, B Ciuffo - IEEE Access, 2022 - ieeexplore.ieee.org
The safety validation of Automated Driving Systems (ADSs) needs a combination of tools to
ensure testing in a broad range of traffic scenarios. Among the others, virtual testing is …

Modeling Lead-Vehicle Kinematics for Rear-End Crash Scenario Generation

J Wu, C Flannagan, U Sander… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The use of virtual safety assessment as the primary method for evaluating vehicle safety
technologies has emphasized the importance of crash scenario generation. One of the most …

Grasping causality for the explanation of criticality for automated driving

T Koopmann, C Neurohr, L Putze, L Westhofen… - arXiv preprint arXiv …, 2022 - arxiv.org
The verification and validation of automated driving systems at SAE levels 4 and 5 is a multi-
faceted challenge for which classical statistical considerations become infeasible. For this …

Critical Scenario Identification Concept: the Role of the Scenario-in-the-Loop Approach in Future Automotive Testing

Z Szalay - IEEE Access, 2023 - ieeexplore.ieee.org
Innovative testing and validation methods are prerequisites concerning Connected,
Cooperative, and Automated Mobility (CCAM), as the high number of cooperating …

Application of kalman filter to improve 3d lidar signals of autonomous vehicles in adverse weather

SL Lin, BH Wu - Applied Sciences, 2021 - mdpi.com
A worldwide increase in the number of vehicles on the road has led to an increase in the
frequency of serious traffic accidents, causing loss of life and property. Autonomous vehicles …

fROS: A Generic Fieldbus Framework for ROS

D Schneider, L Kastner, B Schick… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As the development of advanced driver assistance systems (ADAS) continues, more and
more software functions and sensors are being introduced to the market. This is …