Combined trajectory planning and tracking for autonomous vehicle considering driving styles

H Li, C Wu, D Chu, L Lu, K Cheng - IEEE Access, 2021 - ieeexplore.ieee.org
… paper proposed trajectory planning and tracking … driving styles, and the scenarios of
autonomous driving include car-following and lane-changing. In these scenarios, the driving styles

Safety-balanced driving-style aware trajectory planning in intersection scenarios with uncertain environment

X Wang, K Tang, X Dai, J Xu, J Xi, R Ai… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… , we propose a two-stage trajectory planning method that contains candidate trajectory
generation based on HDV driving style recognition, driving intention judgment, and trajectory …

A human-like trajectory planning method by learning from naturalistic driving data

X He, D Xu, H Zhao, M Moze, F Aioun… - 2018 IEEE intelligent …, 2018 - ieeexplore.ieee.org
… The method is then extended to maximum entropy formulation [23], and exploited to
compute trajectories that mimic the driving styles of demonstrators for autonomous driving on …

An automatic driving trajectory planning approach in complex traffic scenarios based on integrated driver style inference and deep reinforcement learning

Y Liu, S Diao - PLoS one, 2024 - journals.plos.org
… investigates driving style prediction, autonomous driving planning, and … planning algorithms
lacking the capability to infer surrounding vehicles’ driving styles, we propose a driving style

A personalized human-like lane-changing trajectory planning method for automated driving system

S Yang, H Zheng, J Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… evaluated the driving styles by normalizing driving behaviors … trajectory model that includes
the longitudinal driving behavior model and the lateral lane-changing trajectory planning

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
… The penalization of trajectory planning is able to improve the driving experience, gain the …
his/her driving profile and further used to monitor his/her personalized driving style and states, …

Modeling driving behavior of human drivers for trajectory planning

C Ziegler, V Willert, J Adamy - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
… behavior models, most work focuses on the classification of discrete driving styles [5]–[8].
Since we are not interested in such discrete classifications, the focus below is on continuous …

Dynamic modeling of driver control strategy of lane-change behavior and trajectory planning for collision prediction

G Xu, L Liu, Y Ou, Z Song - IEEE Transactions on Intelligent …, 2012 - ieeexplore.ieee.org
… Using the model, we aim at clearly describing different driving styles and efficiently
generating lane-change trajectories. Finally, our lane-change assistance system, which uses the …

Trajectory planning for vehicle collision avoidance imitating driver behavior

B Yang, X Song, Z Gao, N Zhu - Proceedings of the …, 2022 - journals.sagepub.com
driving ability, and desired driver experience during obstacle avoidance, this paper proposes
a trajectory planner that considers three aspects: driving … results of driving style are not …

An autonomous driving framework for long-term decision-making and short-term trajectory planning on frenet space

M Moghadam, GH Elkaim - 2021 IEEE 17th International …, 2021 - ieeexplore.ieee.org
… We have also shown the simplicity of configuring various driving styles using intuitive
parameters from the framework that resemble human behavior. We have employed CARLA [11] as …