End-to-end autonomous driving risk analysis: A behavioural anomaly detection approach

C Ryan, F Murphy, M Mullins - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
… standards and other risk assessments methods. The proposed methodology offers a means
… First, a group of 6 male drivers between the ages of 20-26 were used in this study to model …

A survey on safety-critical driving scenario generation—A methodological perspective

W Ding, C Xu, M Arief, H Lin, B Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… become crucial to measure the risk and reduce the cost. In this survey, we focus on the
algorithms of safety-critical scenario generation in autonomous driving. We first provide a …

Autonomous driving risk assessment with boundary-based environment model

X Jiao, J Chen, K Jiang, Z Cao… - … on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… Average time cost refers to the average time required to carry out a complete risk assessment
process. … Laugier, “A survey on motion prediction and risk assessment for intelligent …

From traditional to autonomous vehicles: a systematic review of data availability

L Masello, B Sheehan, F Murphy… - Transportation …, 2022 - journals.sagepub.com
… To address this need, this paper assesses data-driven risk assessment methods for various
… available datasets for training self-driving vehicles, there exists a lack of datasets to study

Development methodologies for safety critical machine learning applications in the automotive domain: A survey

M Rabe, S Milz, P Mader - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
… field of automated driving, we perform a systematic mapping study [78… in concept phase for
hazard identification, safety goal … methodology for conducting safety and risk assessment. [95] …

Autonomous driving security: State of the art and challenges

C Gao, G Wang, W Shi, Z Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… to an autonomous vehicle. Dominic et al. [23] presented a risk assessment framework for
autonomous … The experimental results of this study showed that the PDR value decreases faster …

Security and safety risk analysis of vision guided autonomous vehicles

S Plosz, P Varga - 2018 IEEE Industrial Cyber-Physical …, 2018 - ieeexplore.ieee.org
risks related to visual guided autonomous vehicles, their main operating principles are surveyed
in … both security and safety assessment methods for vision guided autonomous vehicles. …

A comparative study of state-of-the-art driving strategies for autonomous vehicles

C Zhao, L Li, X Pei, Z Li, FY Wang, X Wu - Accident Analysis & Prevention, 2021 - Elsevier
… enables AVs to get rid of communication uncertainty and the tedious process of filtering
information. It removes the need for complicated trajectory prediction and risk assessment as …

A profile-driven dynamic risk assessment framework for connected and autonomous vehicles

A Le, C Maple, T Watson - 2018 - IET
… We also describe a case study of using the proposed framework to manage the risks for the
… Upon understanding different assessment approaches, we suggest the most suitable and …

A survey on automated driving system testing: Landscapes and trends

S Tang, Z Zhang, Y Zhang, J Zhou, Y Guo… - … and Methodology, 2023 - dl.acm.org
… In this article, we provide a comprehensive survey on the … : (1) We survey the module-level
testing techniques for ADS … 2) we also survey the system-level testing techniques, with focuses …