Verification and validation methods for decision-making and planning of automated vehicles: A review

Y Ma, C Sun, J Chen, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …

Categorizing data-driven methods for test scenario generation to assess automated driving systems

M Bäumler, F Linke, G Prokop - IEEE Access, 2024 - ieeexplore.ieee.org
This survey aims to provide an overview of various methods for generating data-driven test
scenarios for assessing automated driving systems (ADSs). The survey updates the overall …

[PDF][PDF] Test Scenario Fusion: How to Fuse Scenarios From Accident and Traffic Observation Data.

M Bäumler, G Prokop - IEEE Access, 2024 - researchgate.net
Scenario-based testing will help to validate automated driving systems (ADS) and establish
safer road traffic. To date, most data-driven test scenario generation methods rely primarily …

Get the best from each data source: How to fuse scenarios from police accident data with scenarios from video-based traffic observations

M Bäumler, G Prokop - IEEE Access, 2023 - ieeexplore.ieee.org
Scenario-based testing will help to validate automated driving systems (ADS) and establish
safer road traffic. To date, most data-driven test scenario generation methods rely primarily …

基于关键场景的预期功能安全双闭环测试验证方法

吴思宇, 于文浩, 邢星宇, 张玉新, 李楚照, 李雪轲… - 汽车 …, 2023 - qichegongcheng.com
预期功能安全作为道路运行安全的重要组成, 是智能网联汽车的核心挑战. 全面高效的预期功能
安全测试验证方法能够有效支撑系统安全开发流程. 本文提出一种以关键场景为载体 …

Statistical Modelling of Driving Scenarios in Road Traffic using Fleet Data of Production Vehicles

C Reichenbächer, J Hipp, O Bringmann - arXiv preprint arXiv:2404.06288, 2024 - arxiv.org
Ensuring the safety of road vehicles at an acceptable level requires the absence of any
unreasonable risk arising from all potential hazards linked to the intended au-tomated …

Generation of Realistic Cut-In Maneuvers to Support Safety Assessment of Advanced Driver Assistance Systems

Z Kayatas, D Bestle, P Bestle, R Reick - Applied Mechanics, 2023 - mdpi.com
Advanced Driver Assistance Systems (ADASs) attract constantly growing attention from
academics and industry as more and more vehicles are equipped with such technology …

Kontextbezogene probabilistische Prädiktion des Fahrverhaltens umgebender Verkehrsteilnehmer

F Wirthmüller - 2024 - oparu.uni-ulm.de
The introduction of automated driving functions is going to radically transform our social life.
Especially, this technology is capable of making road traffic significantly safer and more …