Efficient sampling-based motion planning for on-road autonomous driving

L Ma, J Xue, K Kawabata, J Zhu, C Ma… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… Some teams attempt to solve the motion planning problems of autonomous vehicles by the
… Our method is designed for the motion planning module of on-road autonomous driving, …

A novel local motion planning framework for autonomous vehicles based on resistance network and model predictive control

Y Huang, H Wang, A Khajepour, H Ding… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
motion planning framework in a hierarchical manner to achieve a balance between these
criteria. In the upper layer, a path-planning … the alternative path for the vehicle in a macro-scale …

Online risk-bounded motion planning for autonomous vehicles in dynamic environments

X Huang, S Hong, A Hofmann, BC Williams - … on Automated Planning and …, 2019 - aaai.org
… A crucial challenge to efficient and robust motion planning for autonomous vehicles is … lead
to risky or overconservative plans. In this work, we model the motion planning problem as a …

Safe reinforcement learning with stability guarantee for motion planning of autonomous vehicles

L Zhang, R Zhang, T Wu, R Weng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… In this article, a safe motion planning algorithm for autonomous vehicles is developed by
combining the method, which utilizes a neural network to predict collision probability with the …

Pseudospectral motion planning for autonomous vehicles

Q Gong, LR Lewis, IM Ross - Journal of guidance, control, and …, 2009 - arc.aiaa.org
… applications are unsuitable for flight vehicles, such as launch … to develop motion planning
algorithms for autonomous vehicles … trajectories for generic autonomous vehicles. Shapes of …

A motion planning and tracking framework for autonomous vehicles based on artificial potential field elaborated resistance network approach

Y Huang, H Ding, Y Zhang, H Wang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… This paper presented a motion planning and tracking framework by using the resistance …
for autonomous vehicles. Since the classic resistance network only solves the path-planning

Motion planning of autonomous road vehicles by particle filtering

K Berntorp, T Hoang… - … on intelligent vehicles, 2019 - ieeexplore.ieee.org
… -time decision making and motion planning for autonomous vehicles. Our approach relies
… that the motion planner should satisfy. Starting from an initial state of the vehicle, a map, the …

Motion planning of autonomous vehicles in a non-autonomous vehicle environment without speed lanes

R Kala, K Warwick - Engineering Applications of Artificial Intelligence, 2013 - Elsevier
… a planning algorithm for mixed traffic consisting of both autonomous and non-autonomous
vehicles … was to construct a planning algorithm for an autonomous vehicle amidst other non-…

Motion planning for an autonomous vehicle

GT Wilfong - … . 1988 IEEE International Conference on Robotics …, 1988 - ieeexplore.ieee.org
… Theoretical results providing upper and lower bounds for a wide variety of motion planning
In this paper we consider such a special case of a seemingly difficult motion planning problem…

Personalized motion planning and tracking control for autonomous vehicles obstacle avoidance

X Zhang, W Zhang, Y Zhao, H Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… This paper presents a novel motion planning and tracking control framework for obstacle
avoidance of autonomous vehicle. The proposed framework realizes the personalized obstacle …