Lane change trajectory prediction considering driving style uncertainty for autonomous vehicles

G Chen, Z Gao, M Hua, B Shuai, Z Gao - Mechanical Systems and Signal …, 2024 - Elsevier
Lane change trajectory prediction is crucial for autonomous vehicles (AVs) to assess their
own driving safety in advance. However, there are significant uncertainties in the …

Continuous behavioral prediction in lane-change for autonomous driving cars in dynamic environments

C Dong, JM Dolan - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
It is essential for autonomous driving cars to understand and predict other surrounding cars'
behaviors, especially in urban environments, due to the high traffic volumes and complex …

An intelligent lane-changing behavior prediction and decision-making strategy for an autonomous vehicle

W Wang, T Qie, C Yang, W Liu… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
In the future complex intelligent transportation environments, lane-changing behavior of
surrounding vehicles is a significant factor affecting the driving safety. It is necessary to …

A cooperation-aware lane change method for automated vehicles

Z Sheng, L Liu, S Xue, D Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lane change for automated vehicles (AVs) is an important but challenging task in complex
dynamic traffic environments. Due to difficulties in guaranteeing safety as well as a high …

An integrated lane change prediction model incorporating traffic context based on trajectory data

Q Xue, Y Xing, J Lu - Transportation research part C: emerging …, 2022 - Elsevier
Predicting lane change maneuvers is critical for autonomous vehicles and traffic
management as lane change may cause conflict in traffic flow. Most existing studies do not …

A cooperation-aware lane change method for autonomous vehicles

Z Sheng, L Liu, S Xue, D Zhao, M Jiang, D Li - arXiv preprint arXiv …, 2022 - arxiv.org
Lane change for autonomous vehicles (AVs) is an important but challenging task in complex
dynamic traffic environments. Due to difficulties in guarantee safety as well as a high …

A Novel Intelligent Approach to Lane‐Change Behavior Prediction for Intelligent and Connected Vehicles

L Du, W Chen, J Ji, Z Pei, B Tong… - Computational …, 2022 - Wiley Online Library
The prediction of lane‐change behavior is a challenging issue in intelligent and connected
vehicles (ICVs), which can help vehicles predict in advance and change lanes safely. In this …

A method for predicting diverse lane-changing trajectories of surrounding vehicles based on early detection of lane change

YY Ren, L Zhao, XL Zheng, XS Li - IEEE access, 2022 - ieeexplore.ieee.org
The trajectory prediction of surrounding vehicles is the basis for reasonable decision-making
of autonomous vehicles (AV), which is helpful for improving their safety and comfort. Aiming …

Artificial intelligence for vehicle behavior anticipation: Hybrid approach based on maneuver classification and trajectory prediction

A Benterki, M Boukhnifer, V Judalet, C Maaoui - IEEE Access, 2020 - ieeexplore.ieee.org
Innovative technologies and naturalistic driving data sources provide a great potential to
develop reliable autonomous driving systems. Understanding the behaviors of surrounding …

Learning vehicle surrounding-aware lane-changing behavior from observed trajectories

S Su, K Muelling, J Dolan… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Predicting lane-changing intentions has long been a very active area of research in the
autonomous driving community. However, most of the literature has focused on individual …