Towards longitudinal and lateral coupling control of autonomous vehicles using offset free MPC

L Ge, Y Zhao, F Ma, K Guo - Control Engineering Practice, 2022 - Elsevier
Abstract Model predictive control (MPC) is widely used in the motion control of autonomous
vehicles. However, the conventional MPC relies on an accurate model and cannot achieve …

Adaptive model predictive control-based path following control for four-wheel independent drive automated vehicles

W Wang, Y Zhang, C Yang, T Qie… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to inevitable parameter uncertainties and disturbances, four-wheel independent drive
automated vehicles (4WIDAVs) will produce tracking deviation during the path following …

Simulation performance evaluation of pure pursuit, stanley, lqr, mpc controller for autonomous vehicles

J Liu, Z Yang, Z Huang, W Li… - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
Autonomous vehicles have been gaining increasing attentions, one key research interesting
is stable path tracking for an advanced driver assistance system. This paper investigates …

An autonomous parking system of optimally integrating bidirectional rapidly-exploring random trees and parking-oriented model predictive control

JH Jhang, FL Lian - IEEE Access, 2020 - ieeexplore.ieee.org
Autonomous parking techniques can be used to tackle the lacking problem of parking
spaces. In this paper, a sampling-based motion planner consisting of optimizing …

Nmpc-based path tracking control strategy for autonomous vehicles with stable limit handling

T Fu, H Zhou, Z Liu - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
A novel nonlinear model predictive control (NMPC) strategy for path tracking of autonomous
vehicles with stable limit handling is proposed in this article. To improve the path tracking …

Varying zonotopic tube RMPC with switching logic for lateral path tracking of autonomous vehicle

H Zheng, L Zheng, Y Li, K Wang, Z Zhang… - Journal of the Franklin …, 2022 - Elsevier
Abstract Model mismatch caused by strong nonlinearity and other factors will severely
impact the lateral path tracking control in Autonomous Vehicles (AVs) under extreme …

Observer-based finite frequency H∞ state-feedback control for autonomous ground vehicles

H Wang, W Song, Y Liang, Q Li, D Liang - ISA transactions, 2022 - Elsevier
This paper studies the problem of path tracking of Autonomous Ground Vehicles (AGVs) in
the presence of sideslip angles. An observer is designed to estimate both the sideslip angle …

An adaptive PI controller by particle swarm optimization for angle tracking of steer-by-wire

L He, F Li, C Guo, B Gao, J Lu… - IEEE/ASME Transactions …, 2022 - ieeexplore.ieee.org
In this article, a novel steer-by-wire system architecture called iSteer is designed to realize
the high performance of steering angle tracking for self-driving vehicles (especially, self …

Novel reaching law based predictive sliding mode control for lateral motion control of in‐wheel motor drive electric vehicle with delay estimation

VR Chiliveri, R Kalpana… - IET Intelligent …, 2024 - Wiley Online Library
The lateral motion control of an in‐wheel motor drive electric vehicle (IWMD‐EV)
necessitates an accurate measurement of the vehicle states. However, these measured …

Motion control of autonomous vehicles based on offset free model predictive control methods

L Ge, Y Zhao, S Zhong, Z Shan… - Journal of …, 2022 - asmedigitalcollection.asme.org
Abstract Model predictive control (MPC) is the mainstream method in the motion control of
autonomous vehicles. However, due to the complex and changeable driving environment …