A unified trajectory planning and tracking control framework for autonomous overtaking based on hierarchical mpc

Z Li, L Xiong, B Leng - 2022 IEEE 25th International …, 2022 - ieeexplore.ieee.org
In this paper, we develop a unified trajectory planning and tracking control framework for
autonomous overtaking in structured roads. The framework consists of two individual MPC to …

Trajectory planning for autonomous high-speed overtaking in structured environments using robust MPC

S Dixit, U Montanaro, M Dianati… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Automated vehicles are increasingly getting main-streamed and this has pushed
development of systems for autonomous manoeuvring (eg, lane-change, merge, and …

Structured road-oriented motion planning and tracking framework for active collision avoidance of autonomous vehicles

ZW Zhang, L Zheng, YN Li, PY Zeng… - Science China …, 2021 - Springer
This paper proposes a novel motion planning and tracking framework based on improved
artificial potential fields (APFs) and a lane change strategy to enhance the performance of …

Trajectory planning for autonomous high-speed overtaking using MPC with terminal set constraints

S Dixit, U Montanaro, S Fallah, M Dianati… - 2018 21st …, 2018 - ieeexplore.ieee.org
With self-driving vehicles being pushed towards the main-stream, there is an increasing
motivation towards development of systems that autonomously perform manoeuvres …

Hierarchical reinforcement learning combined with motion primitives for automated overtaking

Y Yu, C Lu, L Yang, Z Li, F Hu… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
This paper presents a novel hierarchical reinforcement learning (HRL) framework for
automated overtaking. The proposed framework is developed based on the semi-Markov …

High‐level decision‐making for autonomous overtaking: An MPC‐based switching control approach

XF Wang, WH Chen, J Jiang… - IET Intelligent Transport …, 2024 - Wiley Online Library
The key motivation of this paper lies in the development of a high‐level decision‐making
framework for autonomous overtaking maneuvers on two‐lane country roads with dynamic …

Model predictive approach to integrated path planning and tracking for autonomous vehicles

C Huang, B Li, M Kishida - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
In the field of path planning for autonomous vehicle, the existing studies separately consider
the path planning and path tracking problem. To fill in this research gap, this study proposes …

A path planning and tracking control for autonomous vehicle with obstacle avoidance

X Wang, X Yu, W Sun - 2020 Chinese Automation Congress …, 2020 - ieeexplore.ieee.org
This paper presents a path planning and tracking framework to implement obstacle
avoidance for autonomous car. The safe driving area model, which is made up of a serious …

Research on two stage obstacle-avoidance trajectory planning and trajectory tracking control in curves

B Hou, Q Sun, Y Guo - Proceedings of the Institution of …, 2024 - journals.sagepub.com
The existing obstacle-avoidance trajectory planning and trajectory tracking control
algorithms have limitations such as long-time consumption, high failure rate in dynamic …

Hierarchical motion planning system with consideration of the dynamic lane-changing behaviour

L Peng, Y Yan, J Wang, D Han… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
In this paper, a hierarchical motion planning framework is proposed to solve complex
navigation problem in realistic dynamic traffic environments. Firstly, according to the …