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 …

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 …

Driving intention recognition and lane change prediction on the highway

T Han, J Jing, Ü Özgüner - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
This paper proposes a framework to recognize driving intentions and to predict driving
behaviors of lane changing on the highway by using externally sensable traffic data from the …

Online prediction of lane change with a hierarchical learning-based approach

X Liao, Z Wang, X Zhao, Z Zhao, K Han… - … on Robotics and …, 2022 - ieeexplore.ieee.org
In the foreseeable future, connected and auto-mated vehicles (CAVs) and human-driven
vehicles will share the road networks together. In such a mixed traffic environment, CAVs …

Machine Learning-Based Vehicle Intention Trajectory Recognition and Prediction for Autonomous Driving

H Yu, S Huo, M Zhu, Y Gong… - 2024 7th International …, 2024 - ieeexplore.ieee.org
In recent years, the expansion of internet technology and advancements in automation have
brought significant attention to autonomous driving technology. Major automobile …

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 …

Lane-change intention estimation for car-following control in autonomous driving

Y Zhang, Q Lin, J Wang, S Verwer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Car-following is the most general behavior in highway driving. It is crucial to recognize the
cut-in intention of vehicles from an adjacent lane for safe and cooperative driving. In this …

Design and vehicle implementation of autonomous lane change algorithm based on probabilistic prediction

H Chae, Y Jeong, S Kim, H Lee… - 2018 21st International …, 2018 - ieeexplore.ieee.org
This paper describes design, vehicle implementation and validation of a motion planning
and control algorithm of autonomous driving vehicle for lane change. Autonomous lane …

Learning to predict lane changes in highway scenarios using dynamic filters on a generic traffic representation

J Mänttäri, J Folkesson, E Ward - 2018 IEEE Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
In highway driving scenarios it is important for highly automated driving systems to be able
to recognize and predict the intended maneuvers of other drivers in order to make robust …