Research advances and challenges of autonomous and connected ground vehicles

A Eskandarian, C Wu, C Sun - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology can provide a safe and convenient transportation
solution for the public, but the complex and various environments in the real world make it …

Control strategies on path tracking for autonomous vehicle: State of the art and future challenges

Q Yao, Y Tian, Q Wang, S Wang - IEEE Access, 2020 - ieeexplore.ieee.org
Autonomous vehicle technology aims to improve driving safety, driving comfort, and its
economy, as well as reduce traffic accident rate. As the basic part of autonomous vehicle …

A3C-based intelligent event-triggering control of networked nonlinear unmanned marine vehicles subject to hybrid attacks

Z Ye, D Zhang, ZG Wu, H Yan - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
This paper is concerned with the intelligent event-triggering-based positioning control of
networked unmanned marine vehicle (UMV) systems with hybrid attacks, where the UMV …

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 …

Human-machine shared driving: Challenges and future directions

S Ansari, F Naghdy, H Du - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Distraction, misjudgement and driving mistakes can significantly affect a driver, resulting in
an increased risk of accidents. There are diverse factors that can cause mistakes in driving …

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 …

Fuzzy observer-based transitional path-tracking control for autonomous vehicles

C Hu, Y Chen, J Wang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
This study addresses the path-tracking control issue of autonomous vehicles (AVs) when the
GPS measurement is temporarily unavailable. In such a case, the vehicle states, location or …

An improved kinematic model predictive control for high-speed path tracking of autonomous vehicles

L Tang, F Yan, B Zou, K Wang, C Lv - IEEE Access, 2020 - ieeexplore.ieee.org
Kinematic model predictive control (MPC) is well known for its simplicity and computational
efficiency for path tracking of autonomous vehicles, however, it merely works well at low …

Robust set-invariance based fuzzy output tracking control for vehicle autonomous driving under uncertain lateral forces and steering constraints

AT Nguyen, J Rath, TM Guerra… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This paper is concerned with a new control method for path tracking of autonomous ground
vehicles. We exploit the fuzzy model-based control framework to deal with the time-varying …

Path-tracking of autonomous vehicles using a novel adaptive robust exponential-like-sliding-mode fuzzy type-2 neural network controller

H Taghavifar, S Rakheja - Mechanical Systems and Signal Processing, 2019 - Elsevier
Structured and unstructured uncertainties together with external disturbances may pose
considerable challenges in realizing desired path-tacking and lane kee** of autonomous …