[HTML][HTML] Model predictive path tracking control for automated road vehicles: A review

P Stano, U Montanaro, D Tavernini, M Tufo… - Annual reviews in …, 2023 - Elsevier
Thanks to their road safety potential, automated vehicles are rapidly becoming a reality. In
the last decade, automated driving has been the focus of intensive automotive engineering …

Autonomous vehicles on the edge: A survey on autonomous vehicle racing

J Betz, H Zheng, A Liniger, U Rosolia… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The rising popularity of self-driving cars has led to the emergence of a new research field in
recent years: Autonomous racing. Researchers are developing software and hardware for …

Lateral control for autonomous wheeled vehicles: A technical review

Y Kebbati, N Ait‐Oufroukh, D Ichalal… - Asian Journal of …, 2023 - Wiley Online Library
Autonomous driving has the ability to reshape mobility and transportation by reducing road
accidents, traffic jams, and air pollution. This can yield energy efficiency, convenience, and …

Learning-based model predictive control for autonomous racing

J Kabzan, L Hewing, A Liniger… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
In this letter, we present a learning-based control approach for autonomous racing with an
application to the AMZ Driverless race car gotthard. One major issue in autonomous racing …

Parallel learning-based steering control for autonomous driving

F Tian, Z Li, FY Wang, L Li - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Steering control for autonomous vehicles at high speeds is challenging due to the highly
nonlinear vehicle dynamics. The traditional model-based controllers usually degrade …

A tube-MPC approach to autonomous multi-vehicle racing on high-speed ovals

A Wischnewski, T Herrmann, F Werner… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autonomous vehicle racing has emerged as vibrant, innovative technology development,
demonstration platform in recent years. Universities, companies demonstrate their …

Robust lateral trajectory following control of unmanned vehicle based on model predictive control

H Gao, Z Kan, K Li - IEEE/ASME Transactions on Mechatronics, 2021 - ieeexplore.ieee.org
This article presents a trajectory following control solution for the lateral motion of an
unmanned vehicle. The proposed solution is based on model predictive lateral control. The …

Safe high-performance autonomous off-road driving using covariance steering stochastic model predictive control

J Knaup, K Okamoto, P Tsiotras - IEEE Transactions on Control …, 2023 - ieeexplore.ieee.org
Autonomous racing is a high-performance, safety-critical task that inherently involves a high
degree of uncertainty (especially in off-road unstructured environments), as driving …

[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 …

Adaptive control of dual-motor autonomous steering system for intelligent vehicles via Bi-LSTM and fuzzy methods

S He, X Xu, J Xie, F Wang, Z Liu - Control engineering practice, 2023 - Elsevier
In order to achieve better trajectory tracking of intelligent vehicle on different road surfaces,
which include underling the weather of rain and snow, an adaptive tire cornering stiffness …