A new integrated collision risk assessment methodology for autonomous vehicles

C Katrakazas, M Quddus, WH Chen - Accident Analysis & Prevention, 2019 - Elsevier
… a new risk assessment methodology that integrates a network-level collision estimate with a
vehicle-based risk … provides a crucial hint for better risk perception by autonomous vehicles. …

Risk assessment based collision avoidance decision-making for autonomous vehicles in multi-scenarios

G Li, Y Yang, T Zhang, X Qu, D Cao, B Cheng… - … research part C: emerging …, 2021 - Elsevier
… In this paper, we proposed a new risk assessment based decision-making algorithm to …
-scenarios for autonomous vehicles. A probabilistic-model based situation assessment module …

Fast risk assessment for autonomous vehicles using learned models of agent futures

A Wang, X Huang, A Jasour, B Williams - arXiv preprint arXiv:2005.13458, 2020 - arxiv.org
… ods to assess the risk of trajectories for autonomous vehicles when … We show that the
problem of risk assessment when … To address the problem of risk assessment for non-Gaussian …

Risk assessment methodologies for autonomous driving: A survey

WMD Chia, SL Keoh, C Goh… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Autonomous Vehicle (AV) that enables automation. The different ADS technologies that
enable autonomous vehicles … that validate functional safety and Risk Assessment (RA) may not …

Decision-making and planning method for autonomous vehicles based on motivation and risk assessment

Y Wang, C Wang, W Zhao, C Xu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… to consider future environmental risks in the decision-… a risk assessment model based on
the prediction trajectory of each vehicle within the detectable range around the autonomous

[HTML][HTML] Fast nonlinear risk assessment for autonomous vehicles using learned conditional probabilistic models of agent futures

A Jasour, X Huang, A Wang, BC Williams - Autonomous Robots, 2022 - Springer
… Given a probabilistic prediction, an autonomous vehicle still needs to … risk assessment and
it is particularly challenging in the context of autonomous driving as (1) autonomous vehicles

SINADRA: towards a framework for assurable situation-aware dynamic risk assessment of autonomous vehicles

J Reich, M Trapp - 2020 16th European dependable …, 2020 - ieeexplore.ieee.org
… the key challenge for the approval of autonomous vehicles (AV). The full … risk assessment
involving worst-case assumptions about the operating environment. Dynamic Risk Assessment

[HTML][HTML] Potential risk assessment for safe driving of autonomous vehicles under occluded vision

D Wang, W Fu, Q Song, J Zhou - Scientific reports, 2022 - nature.com
… to explore how autonomous vehicles can predict potential risks and … -time assessment of
potential risks is proposed, which enables autonomous vehicles to observe the surrounding risk

Risk assessment of autonomous vehicles using bayesian defense graphs

A Behfarnia, A Eslami - 2018 IEEE 88th Vehicular Technology …, 2018 - ieeexplore.ieee.org
… Then, we explain how we consider threats and risk assessment for the model. Finally, we
apply BN analysis as a simple but powerful tool to perform security measurements in this model…

Risk assessment and mitigation in local path planning for autonomous vehicles with LSTM based predictive model

H Wang, B Lu, J Li, T Liu, Y Xing, C Lv… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
risk path planning in advance for autonomous vehicles, thus promising the safety of
automated driving. A low-risk … approach is proposed for autonomous driving based on the high-…