B Li, Z Yin, Y Ouyang, Y Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Trajectory planning for automated parking has been widely known as more challenging than that for on-road driving due to the nonconvex kinematics, high-dimensional collision …
E Zhang, R Zhang, N Masoud - Transportation Research Part C: Emerging …, 2023 - Elsevier
In this work we put forward a predictive trajectory planning framework to help autonomous vehicles plan future trajectories. We develop a partially observable Markov decision process …
J Cheng, Y Chen, Q Zhang, L Gan… - … on Robotics and …, 2022 - ieeexplore.ieee.org
Real-time kinodynamic trajectory planning in dy-namic environments is critical yet challenging for autonomous driving. In this paper, we propose an efficient trajectory plan …
Q Yang, L Hua, X Gao, D Xu, Z Lu, SW Jeon, J Zhang - Mathematics, 2022 - mdpi.com
Optimization problems become increasingly complicated in the era of big data and Internet of Things, which significantly challenges the effectiveness and efficiency of existing …
As a fundamental component of autonomous driving systems, motion planning has garnered significant attention from both academia and industry. This paper focuses on efficient and …
J Wen, X Zhang, H Gao, J Yuan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To solve the autonomous navigation problem in complex environments, an efficient motion planning approach is newly presented in this paper. Considering the challenges from large …
W Sheng, B Li, X Zhong - IEEE Access, 2021 - ieeexplore.ieee.org
This paper introduces an autonomous parking trajectory planning method in an unstructured environment with narrow passages. The proposed hierarchical trajectory planner consists of …
J Lian, W Ren, D Yang, L Li, F Yu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article focuses on the problem of autonomous valet parking trajectory planning in complex environments. The task normally can be well described by an optimal control …
J Fu, X Zhang, Z Jian, S Chen, J Xin… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Velocity planning is an important module of autonomous driving, which aims to generate the velocity profile given a reference path. However, most existing algorithms fail to adequately …