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 …

Data processing approaches on SPAD-based d-TOF LiDAR systems: A review

G Chen, C Wiede, R Kokozinski - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
With the rise of advanced driver assistance systems (ADAS), range sensors and their data
processing methods are becoming more and more important. Light detection and ranging …

自动驾驶汽车感知系统仿真的研究及应用综述

王若萱, 吴建平, 徐辉 - 系统仿真学报, 2022 - china-simulation.com
随着科学技术的飞速进步, 带有自动驾驶功能或辅助驾驶功能的车辆也开始涌入市场.
交通事故的频发, 使其安全问题成为人们关注的焦点. 为测试自动驾驶汽车的感知系统 …

Development of high-fidelity automotive lidar sensor model with standardized interfaces

A Haider, M Pigniczki, MH Köhler, M Fink, M Schardt… - Sensors, 2022 - mdpi.com
This work introduces a process to develop a tool-independent, high-fidelity, ray tracing-
based light detection and ranging (LiDAR) model. This virtual LiDAR sensor includes …

A multi-layered approach for measuring the simulation-to-reality gap of radar perception for autonomous driving

A Ngo, MP Bauer, M Resch - 2021 IEEE International Intelligent …, 2021 - ieeexplore.ieee.org
With the increasing safety validation requirements for the release of a self-driving car,
alternative approaches, such as simulation-based testing, are emerging in addition to …

[PDF][PDF] Towards a generally accepted validation methodology for sensor models-challenges, metrics, and first results

P Rosenberger, JT Wendler, MF Holder, C Linnhoff… - 2019 - tuprints.ulb.tu-darmstadt.de
In order to significantly reduce the testing effort of autonomous vehicles, simulation-based
testing in combination with a scenario-based approach is a major part of the overall test …

A depth-buffer-based lidar model with surface normal estimation

M Kirchengast, D Watzenig - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Virtual testing and validation of autonomous systems require real-time capable sensor
models to couple the system under test with the simulated environment. This paper …

The effect of rainfall and illumination on automotive sensors detection performance

H Li, N Bamminger, ZF Magosi, C Feichtinger, Y Zhao… - Sustainability, 2023 - mdpi.com
Vehicle safety promises to be one of the Advanced Driver Assistance System's (ADAS)
biggest benefits. Higher levels of automation remove the human driver from the chain of …

Sequential lidar sensor system simulation: a modular approach for simulation-based safety validation of automated driving

P Rosenberger, MF Holder, N Cianciaruso… - Automotive and Engine …, 2020 - Springer
Validating safety is an unsolved challenge before autonomous driving on public roads is
possible. Since only the use of simulation-based test procedures can lead to an …

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 …