[HTML][HTML] Adaptive robust path tracking control for autonomous vehicles considering multi-dimensional system uncertainty

M Chen, Y Ren, M Ou - World Electric Vehicle Journal, 2023 - mdpi.com
As the bottom layer of the autonomous vehicle, path tracking control is a crucial element that
provides accurate control command to the X-by-wire chassis and guarantees the vehicle …

Adaptive robust path tracking control for autonomous vehicles with measurement noise

H Li, J Huang, Z Yang, Z Hu, D Yang… - International Journal of …, 2022 - Wiley Online Library
In practical autonomous vehicle systems, model uncertainty and measurement noise are two
challenging factors that deteriorate path tracking accuracy and system stability. This article …

A novel adaptive control approach for path tracking control of autonomous vehicles subject to uncertain dynamics

A Mohammadzadeh… - Proceedings of the …, 2020 - journals.sagepub.com
Autonomous ground vehicles are constantly exposed to matched/mismatched uncertainties
and disturbances and different operating conditions. Consequently, robustness to resist the …

A hierarchical anti-disturbance path tracking control scheme for autonomous vehicles under complex driving conditions

Z Liu, S Cheng, X Ji, L Li, L Wei - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Path tracking is one of the most crucial issues of autonomous vehicles, but uncertain factors
including road roughness and wind gusts could cause lateral deviation and even …

Model-predictive-control-based path tracking controller of autonomous vehicle considering parametric uncertainties and velocity-varying

S Cheng, L Li, X Chen, J Wu - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
The automated steering control technology is crucial for an autonomous vehicle, but due to
parametric uncertainties and time varying, the performance of automated steering control …

Path tracking control of an autonomous vehicle with model-free adaptive dynamic programming and RBF neural network disturbance compensation

H Wang, C Hu, J Zhou, L Feng… - Proceedings of the …, 2022 - journals.sagepub.com
The performance of the model-based controller is always affected by the uncertainty and
nonlinearity of the model parameters in the vehicle path tracking process. To address this …

Path-following control of autonomous vehicles considering coupling effects and multi-source system uncertainties

Y Liang, Y Li, Y Yu, Z Zhang, L Zheng, Y Ren - Automotive Innovation, 2021 - Springer
Path-following control is one of the key technologies of autonomous vehicles, but the
complex coupling effects and system uncertainties of vehicles can degrade their control …

Adaptive trajectory tracking control strategy of intelligent vehicle

S Zhang, X Zhao, G Zhu, P Shi… - … Journal of Distributed …, 2020 - journals.sagepub.com
The trajectory tracking control strategy for intelligent vehicle is proposed in this article.
Considering the parameters perturbations and external disturbances of the vehicle system …

Fast finite-time path-following control for autonomous vehicle via complete model-free approach

Z Liang, Z Wang, J Zhao, X Ma - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
Without any knowledge of the vehicle model and its parameters, a novel complete model-
free path-following control strategy is developed for autonomous vehicles based on the time …

An adaptive constrained path following control scheme for autonomous electric vehicles

Y Zhang, W Wang, W Wang, C Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To ensure driving safety, autonomous electric vehicles need to follow the planned path
accurately, which depends on the vehicle path following control strategy. It is widely …