J Zhou, S Tang, Y Guo, YF Li… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
Autonomous driving systems (ADS) are safety-critical systems that require thorough testing to ensure their safety. Current testing methods for ADS primarily focus on finding crash …
C Li, J Sifakis, Q Wang, R Yan, J Zhang - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
We investigate a rigorous simulation and testing-based validation method for autonomous driving systems that integrates an existing industrial simulator and a formally defined testing …
X Zhang, W Zhao, Y Sun, J Sun, Y Shen… - Proceedings of the …, 2023 - dl.acm.org
An automated driving system (ADS), as the brain of an autonomous vehicle (AV), should be tested thoroughly ahead of deployment. ADS must satisfy a complex set of rules to ensure …
Autonomous Driving Systems (ADSs) are complex Cyber-Physical Systems (CPSs) that must ensure safety even in uncertain conditions. Modern ADSs often employ Deep Neural …
C Lu, S Ali, T Yue - IEEE Transactions on Software Engineering, 2024 - ieeexplore.ieee.org
Testing autonomous vehicles (AVs) under various environmental scenarios that lead the vehicles to unsafe situations is challenging. Given the infinite possible environmental …
Y Deng, J Yao, Z Tu, X Zheng, M Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Ensuring the safety and robustness of autonomous driving systems (ADSs) is imperative. One of the crucial methods towards this assurance is the meticulous construction and …
A Agrawal, B Zhang, Y Shivalingaiah… - 2023 IEEE 31st …, 2023 - ieeexplore.ieee.org
Flight-time failures of small Uncrewed Aerial Systems (sUAS) can have a severe impact on people or the environment. Therefore, sUAS applications must be thoroughly evaluated and …
Y Sun, CM Poskitt, X Zhang, J Sun - Proceedings of the IEEE/ACM 46th …, 2024 - dl.acm.org
Autonomous driving systems (ADSs) integrate sensing, perception, drive control, and several other critical tasks in autonomous vehicles, motivating research into techniques for …
X Yu, L Liu, X Hu, J Keung, X Xia, D Lo - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Automated test generation can help developers craft high-quality software tests while mitigating the manual effort needed for writing test code. Despite significant research efforts …