Artificial intelligence and software modeling approaches in autonomous vehicles for safety management: A systematic review

S Abbasi, AM Rahmani - Information, 2023 - mdpi.com
Autonomous vehicles (AVs) have emerged as a promising technology for enhancing road
safety and mobility. However, designing AVs involves various critical aspects, such as …

A hierarchical framework for improving ride comfort of autonomous vehicles via deep reinforcement learning with external knowledge

Y Du, J Chen, C Zhao, F Liao… - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Ride comfort plays an important role in determining the public acceptance of autonomous
vehicles (AVs). Many factors, such as road profile, driving speed, and suspension system …

Crash comparison of autonomous and conventional vehicles using pre-crash scenario typology

Q Liu, X Wang, X Wu, Y Glaser, L He - Accident Analysis & Prevention, 2021 - Elsevier
Data-based research approaches to generate crash scenarios have mainly relied on
conventional vehicle crashes and naturalistic driving data, and have not considered …

A platoon regulation algorithm to improve the traffic performance of highway work zones

D Cao, J Wu, J Wu, B Kulcsár… - Computer‐Aided Civil and …, 2021 - Wiley Online Library
This paper presents a cooperative traffic control strategy to increase the capacity of
nonrecurrent bottlenecks such as work zones by making full use of the spatial resources …

Distributed cooperative trajectory and lane changing optimization of connected automated vehicles: Freeway segments with lane drop

M Tajalli, R Niroumand, A Hajbabaie - Transportation research part C …, 2022 - Elsevier
This study presents a methodology for optimal control of connected automated vehicles
(CAVs) in freeway segments with a lane drop. Lane drops can create bottlenecks with a …

Coordinated trajectory planning for lane-changing in the weaving areas of dedicated lanes for connected and automated vehicles

C Yang, X Chen, X Lin, M Li - Transportation Research Part C: Emerging …, 2022 - Elsevier
Connected and automated vehicle (CAV) technology is widely recognized as a promising
way to improve traffic safety, fuel efficiency and network throughput. However, at the early …

A hierarchical control approach for virtual coupling in metro trains

H Liu, X Luo, T Tang, Y Zhang… - Computer‐Aided Civil …, 2024 - Wiley Online Library
As an emerging technology, virtual coupling improves the efficiency and flexibility of metro
services by forming multiple trains (units) as a virtually coupled train set (VCTS) without …

Two-dimensional following lane-changing (2DF-LC): A framework for dynamic decision-making and rapid behavior planning

X Chen, W Zhang, H Bai, C Xu, H Ding… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Lane changes require dynamic decision-making and rapid behavior planning, which are
challenging for traffic modeling. We propose a two-dimensional following lane-changing …

Lane change behavior with uncertainty and fuzziness for human driving vehicles and its simulation in mixed traffic

H Li, S Zhang - Physica A: Statistical Mechanics and its Applications, 2022 - Elsevier
In the process of constructing the driver's lane-changing model, in addition to the dynamic
states of the surrounding vehicles affecting the driver's lane-changing decision, various …

A Survey on Testbench‐Based Vehicle‐in‐the‐Loop Simulation Testing for Autonomous Vehicles: Architecture, Principle, and Equipment

J Cheng, Z Wang, X Zhao, Z Xu… - Advanced Intelligent …, 2024 - Wiley Online Library
Autonomous vehicles (AVs) must be thoroughly tested to ensure safety and reliability before
marketing. Simulation‐based testing has gained widespread recognition as the essential …