Investigation of lane-changing decision-making models for autonomous vehicles

W Wu, J Ye, W Tong, Y Cui - International Conference on …, 2021 - spiedigitallibrary.org
As a promising method to improve traffic safety, mobility and environmental impacts,
autonomous vehicles will inevitably be the future of transportation. Both car following (CF) …

Lane change decision planning for autonomous vehicles

K Ouyang, Y Wang, Y Li, Y Zhu - 2020 Chinese Automation …, 2020 - ieeexplore.ieee.org
This article constructs a simplified lane-changing scene model. Frequent lane-changing in
actual driving scenarios will reduce driving safety and comfort. This article uses a gain …

A research review on vehicle lane changing models considering intelligent connected vehicle and distracted driving behaviours

H Song, F Zhao, H Hao, Z Liu - Proceedings of China SAE Congress 2020 …, 2022 - Springer
Lane changing is one of the important behaviours of vehicles during traveling. With the
application of advanced technologies such as autonomous driving and internet of vehicles …

Lane-changing decision model for connected and automated vehicle based on back-propagation neural network

M Ke, H Wang - International Conference on Transportation and …, 2020 - ascelibrary.org
Connected and automated vehicle (CAV) plays an important role in the intelligent
transportation system. The decision of CAV's lane-changing behavior in heterogeneous …

Lane change analysis and prediction using mean impact value method and logistic regression model

Y Ma, S Song, L Zhang, L Xiong… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The analysis and estimation of lane change (LC) behavior are essential for autonomous
vehicles (AVs) to predict other vehicles' intentions and avoid accidents. Since the LC …

Lane-changing decision model for autonomous vehicle under mixed traffic environment

W Xu, Y Liu, H Yi, G Liu - Sixth International Conference on …, 2023 - spiedigitallibrary.org
Autonomous driving vehicle will come reality more and more possible along with prosperity
of relevant technologies. However, autonomous driving vehicles and artificial driving …

A dynamic lane-changing decision and trajectory planning model of autonomous vehicles under mixed autonomous vehicle and human-driven vehicle environment

Y Yu, X Luo, Q Su, W Peng - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
How to complete a lane changing process considering various variables has always been a
critical issue in the field of autonomous driving. Developing a lane-changing decision model …

A novel lane change decision-making model of autonomous vehicle based on support vector machine

Y Liu, X Wang, L Li, S Cheng, Z Chen - IEEE access, 2019 - ieeexplore.ieee.org
Autonomous driving is a crucial issue of the automobile industry, and research on lane
change is its significant part. Previous works on the autonomous vehicle lane change mainly …

Lane changing models: A short review

NE Yunus, SFA Razak, S Yogarayan… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
In general, drivers tend to change lane to have a convenient journey. Lane changing
process give notable impact in traffic flow especially in congested road. Over the last …

Lane Change Prediction based on Trajectory Analysis and Driver Actions Tracking

A Dixit, S Oak, S Mantri, A Nimkar… - 2021 International …, 2021 - ieeexplore.ieee.org
With the ever burgeoning traffic and increasing unwarranted lane changes, safety of
commuters and driving practices have been compromised. Most of the accidents that take …