End-to-end autonomous driving risk analysis: A behavioural anomaly detection approach
… 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 …
… 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
… 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 …
algorithms of safety-critical scenario generation in autonomous driving. We first provide a …
Autonomous driving risk assessment with boundary-based environment model
… 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 …
process. … Laugier, “A survey on motion prediction and risk assessment for intelligent …
From traditional to autonomous vehicles: a systematic review of data availability
… 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 …
… 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
… 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] …
hazard identification, safety goal … methodology for conducting safety and risk assessment. [95] …
Autonomous driving security: State of the art and challenges
… 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 …
autonomous … The experimental results of this study showed that the PDR value decreases faster …
Security and safety risk analysis of vision guided autonomous vehicles
… 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. …
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
… 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 …
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
… 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 …
… Upon understanding different assessment approaches, we suggest the most suitable and …
A survey on automated driving system testing: Landscapes and trends
… 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 …
testing techniques for ADS … 2) we also survey the system-level testing techniques, with focuses …