A survey on data-driven scenario generation for automated vehicle testing
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 …
claim that many cutting-edge automated driving functions have been developed, how to …
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 …
multi-dimensional parameters and the continuity of testing scenarios, a complete test of all …
A survey on scenario-based testing for automated driving systems in high-fidelity simulation
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 …
safety and reliability of these systems, extensive testings are being conducted before their …
The AD4CHE dataset and its application in typical congestion scenarios of traffic jam pilot systems
Autonomous driving has attracted considerable attention from research and industry
communities. Although prototypes of automated vehicles (AVs) are developed, remaining …
communities. Although prototypes of automated vehicles (AVs) are developed, remaining …
Dynamic testing for autonomous vehicles using random quasi monte carlo
The substantial resource usage required to create ample scenarios for testing Autonomous
Vehicles (AV) presents a bottleneck in their implementation. At present, research relies on …
Vehicles (AV) presents a bottleneck in their implementation. At present, research relies on …
Safety performance boundary identification of highly automated vehicles: A surrogate model-based gradient descent searching approach
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 …
purpose of providing safer mobility. Considering the expected long co-existence period of …
Task-Driven Controllable Scenario Generation Framework Based on AOG
Sampling, generation, and evaluation of scenarios are essential steps for intelligent testing
of autonomous vehicles. Since uncertainty in driving behavior always leads to different …
of autonomous vehicles. Since uncertainty in driving behavior always leads to different …
Ship encounter scenario generation for collision avoidance algorithm testing based on AIS data
Collision avoidance algorithms play a crucial role in assisting onboard officers and ensuring
navigation safety. To ensure the effectiveness of these algorithms, comprehensive testing …
navigation safety. To ensure the effectiveness of these algorithms, comprehensive testing …
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 …
automated vehicles (AVs) continue to occur, raising concerns over the safety and reliability …
A Survey on Testbench‐Based Vehicle‐in‐the‐Loop Simulation Testing for Autonomous Vehicles: Architecture, Principle, and Equipment
J Cheng, Z Wang, X Zhao, Z Xu… - Advanced Intelligent …, 2024 - Wiley Online Library
Autonomous vehicles (AVs) must be thoroughly tested to ensure safety and reliability before
marketing. Simulation‐based testing has gained widespread recognition as the essential …
marketing. Simulation‐based testing has gained widespread recognition as the essential …