Path tracking control for autonomous vehicles based on an improved MPC

H Wang, B Liu, X Ping, Q An - IEEE access, 2019 - ieeexplore.ieee.org
In this paper, an improved Model Predictive Control (MPC) controller based on fuzzy
adaptive weight control is proposed to solve the problem of autonomous vehicle in the …

MPC-based path tracking controller design for autonomous ground vehicles

C Shen, H Guo, F Liu, H Chen - 2017 36th Chinese Control …, 2017 - ieeexplore.ieee.org
It is an important and essential aspect for autonomous ground vehicles to follow the desired
path. In this manuscript, a path tracking controller using model predictive control (MPC) …

Path-tracking of an autonomous vehicle via model predictive control and nonlinear filtering

Q Cui, R Ding, B Zhou, X Wu - Proceedings of the Institution …, 2018 - journals.sagepub.com
To improve the stability of the autonomous vehicle for high speed tracking, a vehicle
estimator scheme integrated into a path-tracking system has been proposed in this paper …

Model predictive control with fuzzy logic switching for path tracking of autonomous vehicles

N Awad, A Lasheen, M Elnaggar, A Kamel - ISA transactions, 2022 - Elsevier
This paper introduces an integrated path tracking control strategy for autonomous vehicles.
The proposed control strategy is based on a multi-input multi-output linear model predictive …

A model predictive controller with switched tracking error for autonomous vehicle path tracking

C Sun, X Zhang, Q Zhou, Y Tian - IEEE Access, 2019 - ieeexplore.ieee.org
Autonomous vehicle path tracking accuracy and vehicle stability can hardly be
accomplished by one fixed control frame in various conditions due to the changing vehicle …

[PDF][PDF] MPC-based path tracking with PID speed control for high-speed autonomous vehicles considering time-optimal travel

S Chen, G Xiong, H Chen, D Negrut - Journal of Central South …, 2020 - researchgate.net
In order to track the desired path as fast as possible, a novel autonomous vehicle path
tracking based on model predictive control (MPC) and PID speed control was proposed for …

Model free predictive path tracking control of variable-configuration unmanned ground vehicle

Y Jiang, X Xu, L Zhang, T Zou - ISA transactions, 2022 - Elsevier
Unmanned ground vehicle (UGV) is developing towards high mobility and intelligence,
where path tracking plays a particularly important role. This paper investigated the path …

Trajectory tracking of autonomous vehicle based on model predictive control with PID feedback

D Chu, H Li, C Zhao, T Zhou - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
The simplified vehicle model often results in inaccuracy with respect to the conventional
model predictive control (MPC) as it causes steady error in tracking control, which has …

[HTML][HTML] A model predictive controller with longitudinal speed compensation for autonomous vehicle path tracking

Q Yao, Y Tian - Applied sciences, 2019 - mdpi.com
Autonomous vehicle path tracking accuracy faces challenges in being accomplished due to
the assumption that the longitudinal speed is constant in the prediction horizon in a model …

Trajectory tracking control algorithm for autonomous vehicle considering cornering characteristics

J Cao, C Song, S Peng, S Song, X Zhang… - IEEE Access, 2020 - ieeexplore.ieee.org
Trajectory tracking control is a key technology in the research and development of
autonomous vehicles. With the aim of addressing problems such as low control accuracy …