Motion planning for autonomous driving: The state of the art and future perspectives

S Teng, X Hu, P Deng, B Li, Y Li, Y Ai… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… and motion planners being essential prerequisites for IVs. This paper reviews stateof-the-art
motion planning methods for IVs, including pipeline planning and end-to-end planning

A review of motion planning for highway autonomous driving

L Claussmann, M Revilloud, D Gruyer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… first environment where drivers would be confident driving in a fully autonomous mode [26]. …
taxonomy of motion planning algorithms for highway driving with autonomous vehicles used …

Motion planning for autonomous driving with a conformal spatiotemporal lattice

M McNaughton, C Urmson, JM Dolan… - … on Robotics and …, 2011 - ieeexplore.ieee.org
… Abstract—We present a motion planner for autonomous highway driving that adapts the
state lattice framework pioneered for planetary rover navigation to the structured environment of …

Motion planning under uncertainty for on-road autonomous driving

W Xu, J Pan, J Wei, JM Dolan - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
… a motion planning framework for autonomous on-road driving considering both the uncertainty
caused by an autonomousmotion of traffic participants is predicted using a local planner, …

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
… Our method is designed for the motion planning module of on-road autonomous driving,
which receives a short-term goal state and environmental information from high-level modules, …

Parallel planning: A new motion planning framework for autonomous driving

L Chen, X Hu, W Tian, H Wang, D Cao… - IEEE/CAA Journal of …, 2018 - ieeexplore.ieee.org
… significant technologies for autonomous driving. To make motion planning models able to …
situations, a new motion planning framework called as “parallel planning” is proposed in this …

Learning hierarchical behavior and motion planning for autonomous driving

J Wang, Y Wang, D Zhang, Y Yang… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
… the driving as hierarchical behavior and motion planning (… lane change, while the motion
planning layer yields the trajectory … with the existing works on learning behavior planning [6]–[8] …

An adaptive motion planning technique for on-road autonomous driving

X Jin, Z Yan, G Yin, S Li, C Wei - IEEE Access, 2020 - ieeexplore.ieee.org
… This paper presents a hierarchical motion planning method for autonomous driving on
structured roads with avoidance of both static and moving obstacles. The proposed method starts …

A novel learning framework for sampling-based motion planning in autonomous driving

Y Zhang, J Zhang, J Zhang, J Wang, K Lu… - Proceedings of the AAAI …, 2020 - ojs.aaai.org
… to allow motion planning to “see” ahead through predicting the intention of surrounding
vehicles because the prediction will allow a motion planner to (1) have a longer time for planning

Hierarchical motion planning for autonomous driving in large-scale complex scenarios

S Zhang, Z Jian, X Deng, S Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… A* (termed as HHA*) motion planning method is proposed, capable of efficiently generating
… -like motion planning method continues to be the research focus of autonomous driving. …