[HTML][HTML] 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 …

Safety Performance Boundary Identification of Highly Automated Vehicles: A Surrogate Model-Based Gradient Descent Searching Approach

Y Wang, R Yu, S Qiu, J Sun… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Highly automated vehicles (HAVs) have been introduced to the transportation system for the
purpose of providing safer mobility. Considering the expected long co-existence period of …

A survey on scenario-based testing for automated driving systems in high-fidelity simulation

Z Zhong, Y Tang, Y Zhou, VO Neves, Y Liu… - arXiv preprint arXiv …, 2021 - arxiv.org
Automated Driving Systems (ADSs) have seen rapid progress in recent years. To ensure the
safety and reliability of these systems, extensive testings are being conducted before their …

A lifelong framework for data quality monitoring of roadside sensors in cooperative vehicle-infrastructure systems

Y Du, Y Shi, C Zhao, Z Du, Y Ji - Computers and Electrical Engineering, 2022 - Elsevier
To monitor the data quality of roadside sensors in cooperative vehicle-infrastructure systems
(CVIS), this study proposes a lifelong framework based on high-precision positioning and …

Scenario-mining for level 4 automated vehicle safety assessment from real accident situations in urban areas using a natural language process

S Park, S Park, H Jeong, I Yun, J So - Sensors, 2021 - mdpi.com
As the research and development activities of automated vehicles have been active in
recent years, developing test scenarios and methods has become necessary to evaluate …

Development of a framework for generating driving safety assessment scenarios for automated vehicles

W Ko, S Park, J Yun, S Park, I Yun - Sensors, 2022 - mdpi.com
Despite the technological advances in automated driving systems, traffic accidents involving
automated vehicles (AVs) continue to occur, raising concerns over the safety and reliability …

The AD4CHE Dataset and its Application in Typical Congestion Scenarios of Traffic Jam Pilot Systems

Y Zhang, C Wang, R Yu, L Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Autonomous driving has attracted considerable attention from research and industry
communities. Although prototypes of automated vehicles (AVs) are developed, remaining …

Does Road Diversity Really Matter in Testing Automated Driving Systems?--A Registered Report

S Klikovits, V Riccio, E Castellano, A Cetinkaya… - arXiv preprint arXiv …, 2022 - arxiv.org
Background/Context. The use of automated driving systems (ADSs) in the real world
requires rigorous testing to ensure safety. To increase trust, ADSs should be tested on a …

A Critical Scenario Search Method for Intelligent Vehicle Testing Based on the Social Cognitive Optimization Algorithm

B Zhu, Y Sun, J Zhao, J Han, P Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent vehicle testing has been a hotspot in the field of intelligent vehicles. Due to the
multi-dimensional parameters and the continuity of testing scenarios, a complete test of all …

Online Adaptive Generation of Critical Boundary Scenarios for Evaluation of Autonomous Vehicles

J Zhou, L Wang, X Wang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Testing and evaluation are critical steps in the development and deployment of autonomous
vehicles (AVs). This paper aims to provide an online adaptive generation framework for …