[HTML][HTML] Implications of automated vehicles for physical road environment: A comprehensive review

O Tengilimoglu, O Carsten, Z Wadud - Transportation research part E …, 2023 - Elsevier
Automated vehicles (AVs) have received intense attention in academia and industry around
the world in recent years, but the imminent introduction of AVs brings new challenges and …

Verification and validation methods for decision-making and planning of automated vehicles: A review

Y Ma, C Sun, J Chen, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …

Dense reinforcement learning for safety validation of autonomous vehicles

S Feng, H Sun, X Yan, H Zhu, Z Zou, S Shen, HX Liu - Nature, 2023 - nature.com
One critical bottleneck that impedes the development and deployment of autonomous
vehicles is the prohibitively high economic and time costs required to validate their safety in …

Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain

JM Scanlon, KD Kusano, T Daniel, C Alderson… - Accident Analysis & …, 2021 - Elsevier
Preventing and mitigating high severity collisions is one of the main opportunities for
Automated Driving Systems (ADS) to improve road safety. This study evaluated the Waymo …

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
Autonomous driving systems have witnessed significant development during the past years
thanks to the advance in machine learning-enabled sensing and decision-making …

6-layer model for a structured description and categorization of urban traffic and environment

M Scholtes, L Westhofen, LR Turner, K Lotto… - IEEE …, 2021 - ieeexplore.ieee.org
Verification and validation of automated driving functions impose large challenges.
Currently, scenario-based approaches are investigated in research and industry, aiming at a …

Finding critical scenarios for automated driving systems: A systematic mapping study

X Zhang, J Tao, K Tan, M Törngren… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Scenario-based approaches have been receiving a huge amount of attention in research
and engineering of automated driving systems. Due to the complexity and uncertainty of the …

Scenario-based test automation for highly automated vehicles: A review and paving the way for systematic safety assurance

J Sun, H Zhang, H Zhou, R Yu… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Highly Automated Vehicles (HAVs) must undergo strict safety testing before being released
to the public. Mileage-based on-road testing suffers from unaffordable time costs and high …

[PDF][PDF] Scenario based testing of automated driving systems: A literature survey

D Nalic, T Mihalj, M Bäumler, M Lehmann… - FISITA web …, 2020 - researchgate.net
Market introduction of automated driving features several motivations including road safety,
driving comfort, energy efficiency and totally new transport systems. However, many …

Formal methods to comply with rules of the road in autonomous driving: State of the art and grand challenges

N Mehdipour, M Althoff, RD Tebbens, C Belta - Automatica, 2023 - Elsevier
We provide a review of recent work on formal methods for autonomous driving. Formal
methods have been traditionally used to specify and verify the behavior of computer …