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
… To address the difficulty of planning in intersection scenarios with uncertainties and … trajectory
planning method that contains candidate trajectory generation based on HDV driving style

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
… , this study investigates driving style prediction, autonomous driving planning, and the tight …
a trajectory planning approach for self-driving vehicles in uncertain intersection scenarios, the …

S4TP: Social-Suitable and Safety-Sensitive Trajectory Planning for Autonomous Vehicles

X Wang, K Tang, X Dai, J Xu, Q Du, R Ai… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Safety-balanced driving-style aware trajectory planning in intersection scenarios with
uncertain … -change decision-making model with driving style awareness,” IEEE Transactions on …

Motion planner with fixed-horizon constrained reinforcement learning for complex autonomous driving scenarios

K Lin, Y Li, S Chen, D Li, X Wu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… neural motion planner is constructed by considering the uncertainty information of other …
Safety-balanced driving-style aware trajectory planning in intersection scenarios with uncertain

Learning-based hierarchical decision-making framework for automatic driving in incompletely connected traffic scenarios

F Yang, X Li, Q Liu, X Li, Z Li - Sensors, 2024 - mdpi.com
… Some studies address the issue of uncertainty by training … specific scenarios, like straight
roads or single intersections, … driving trajectory data to construct a multimodal motion planner. …

Spatiotemporal Receding Horizon Control with Proactive Interaction Towards Autonomous Driving in Dense Traffic

L Zheng, R Yang, Z Peng, MY Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… Sun, “Safety-balanced driving-style aware trajectory planning in intersection scenarios
with uncertain environment,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 4, pp. …

Analysis of driving behavior in unprotected left turns for autonomous vehicles using ensemble deep clustering

Z Shen, S Li, Y Liu, X Tang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
… The role of driving behavior in unprotected left turns at intersections is still unclear, although
… Sun, “Safety-balanced driving-style aware trajectory planning in intersection scenarios with …

Dynamic Voxels Based on Ego-Conditioned Prediction: An Integrated Spatio-Temporal Framework for Motion Planning

T Zhang, M Fu, W Song, Y Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… Second, we develop a motion planner based on ‘dynamic voxels’ in the spatio-temporal …
Safety-balanced driving-style aware trajectory planning in intersection scenarios with uncertain

Incorporating driving knowledge in deep learning based vehicle trajectory prediction: A survey

Z Ding, H Zhao - IEEE Transactions on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… the underlying interaction in the intersection. The pair-wise … When the model fails to output
precise results, the uncertainty … We believe that further mining of uncertainties can lead to …

[PDF][PDF] A new era of intelligent vehicles and intelligent transportation systems: Digital twins and parallel intelligence

Z Wang, C Lv, FY Wang - IEEE Transactions on Intelligent …, 2023 - researchgate.net
intersections. It aims to tackle the challenge of SDV … The method consists of a driving-style-sensitive
motion planning … present a method that identifies uncertainty bounds for every input …