Influence of autonomous vehicles on car-following behavior of human drivers

Y Rahmati, M Khajeh Hosseini… - Transportation …, 2019 - journals.sagepub.com
… Addressing the above questions, the main objective of this study is to investigate the
consistency in humans’ driving behavior when interacting with other human-driven vehicles and …

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
… Moreover, many algorithms did not take the behaviors of surrounding vehicles and road
boundaries into consideration, and the damage risks need to be assessed for ensuring the …

Crash mitigation in motion planning for autonomous vehicles

H Wang, Y Huang, A Khajepour… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… The vehicle system dynamic behaviors are complicated in reality. There should be a trade-off
between model accuracy and computational cost. To design the controller, a 2-DOF bicycle …

Recent advances in reinforcement learning-based autonomous driving behavior planning: A survey

J Wu, C Huang, H Huang, C Lv, Y Wang… - … Research Part C …, 2024 - Elsevier
Autonomous driving (AD) holds the potential to revolutionize transportation efficiency, but its
success hinges on robust behavior planning … encountered by autonomous vehicles through …

Motion planning for autonomous driving: The state of the art and future perspectives

S Teng, X Hu, P Deng, B Li, Y Li, Y Ai… - … Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… a trend in autonomous vehicle research. As … behavior planning and local trajectory planning
is somewhat blurred [10], as some behavior planners do more than just identify the behavior

Personalized trajectory planning and control of lane-change maneuvers for autonomous driving

C Huang, H Huang, P Hang, H Gao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
planning and control based on user preferences is developed for lane-change of autonomous
vehicles … the dynamic behaviors of follower vehicle (vf0 = 10.5 m/s,af = 3 m/s2) and leader …

Dynamic lane-changing trajectory planning for autonomous vehicles based on discrete global trajectory

Y Liu, B Zhou, X Wang, L Li, S Cheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… (3) The proposed method fully considers car-following behaviors and can solve the speed
planning and lane-changing end point, respectively. In addition, the method simplifies the …

Decision-making strategy on highway for autonomous vehicles using deep reinforcement learning

J Liao, T Liu, X Tang, X Mu, B Huang, D Cao - IEEE Access, 2020 - ieeexplore.ieee.org
… for autonomous vehicles to address the overtaking behaviors on the … ego vehicle aims to
pass through the surrounding vehicles with … Planning function helps the automated cars find the …

Safe reinforcement learning with stability guarantee for motion planning of autonomous vehicles

L Zhang, R Zhang, T Wu, R Weng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… in autonomous vehicles, eg, [21], [22]. When the RL algorithm is applied to the motion planning
of autonomous vehicles, … in some cases due to the uncertain behaviors of obstacles [23]. …

Deep learning-based vehicle behavior prediction for autonomous driving applications: A review

S Mozaffari, OY Al-Jarrah, M Dianati… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… In addition, we report the practical limitations of implementing recent solutions in autonomous
vehicles. To make the article self-contained, we also provide a generic problem definition …