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 …

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

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 …

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 …

Encoding human driving styles in motion planning for autonomous vehicles

J Karlsson, S van Waveren, C Pek… - … on Robotics and …, 2021 - ieeexplore.ieee.org
… -source driving simulator CARLA [22], we collect trajectories that each correspond to a distinct
driving style (… evaluate the automated driving styles as generated by our motion planner. …

Learning driving styles for autonomous vehicles from demonstration

M Kuderer, S Gulati, W Burgard - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Trajectory Representation We represent the 2D driving style of vehicles using trajectories r
that … In general, the space of such trajectories has infinitely many dimensions. In this work, we …

A cooperative trajectory planning system based on the passengers' individual preferences of aggressiveness

Y Yan, J Wang, Y Wang, C Hu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… In this paper, the variable driving style factor is proposed to describe the … trajectory planning
framework that includes longitudinal speed adjustment and lateral trajectory planning for …