Model-based control and model-free control techniques for autonomous vehicles: A technical survey

H Rizk, A Chaibet, A Kribèche - Applied Sciences, 2023 - mdpi.com
Autonomous driving has the potential to revolutionize mobility and transportation by
reducing road accidents, alleviating traffic congestion, and mitigating air pollution. This …

A new adaptive second-order non-singular terminal sliding mode lateral control combined with neural networks for autonomous vehicle

M Abdillah, EM Mellouli - International journal of vehicle …, 2024 - inderscienceonline.com
This paper presents a novel adaptive second-order non-singular terminal sliding mode
control combined with a radial basic neural network structure and a triangular neural …

Improving Direct Yaw-Moment Control via Neural-Network-Based Non-Singular Fast Terminal Sliding Mode Control for Electric Vehicles

JE Lee, BW Kim - Sensors, 2024 - mdpi.com
Given the increased significance of electric vehicles in recent years, this study aimed to
develop a novel form of direct yaw-moment control (DYC) to enhance the driving stability of …

Neural Network Approach Super-Twisting Sliding Mode Control for Path-Tracking of Autonomous Vehicles

H Kim, SC Kee - Electronics, 2023 - mdpi.com
This paper proposes a neural network approach adaptive super-twisting sliding mode
control algorithm for autonomous vehicles. An adaptive and robust control algorithm in …

Yaw stability research of the distributed drive electric bus by adaptive fuzzy sliding mode control

J Lin, T Zou, F Zhang, Y Zhang - Energies, 2022 - mdpi.com
The direct yaw moment control can effectively enhance the yaw stability of the vehicle under
extreme conditions, which has become one of the essential technologies for the distributed …

Nonlinear observer-based adaptive control of ground vehicles with uncertainty estimation

CA Lúa, D Bianchi, S Di Gennaro - Journal of the Franklin Institute, 2023 - Elsevier
In this work, a nonlinear observer-based controller is designed for the attitude control of a
ground vehicle with uncertainty estimation. This controller ensures the tracking of desired …

Adaptive robust terminal sliding mode control with integral backstepping synthesized method for autonomous ground vehicle control

H Taghavifar, A Mohammadzadeh - Vehicles, 2023 - mdpi.com
Autonomous ground vehicles (AGVs) operating in complex environments face the challenge
of accurately following desired paths while accounting for uncertainties, external …

[HTML][HTML] Global distribution and readiness status of artificial intelligence application on mobility projects

AH Pandyaswargo, MFN Maghfiroh, H Onoda - Energy Reports, 2023 - Elsevier
The mobility sector is experiencing a global transition towards cleaner and more sustainable
technologies. Many mobility projects are developing artificial intelligence (AI) technologies …

Pixel level segmentation based drivable road region detection and steering angle estimation method for autonomous driving on unstructured roads

M Rasib, MA Butt, F Riaz, A Sulaiman, M Akram - IEEE Access, 2021 - ieeexplore.ieee.org
With the recent emergence of deep learning, computer vision-based applications have
demonstrated better applicability in accomplishing driving tasks including drivable road …

Fast motion model of road vehicles with artificial neural networks

F Hegedüs, P Gáspár, T Bécsi - Electronics, 2021 - mdpi.com
Nonlinear optimization-based motion planning algorithms have been successfully used for
dynamically feasible trajectory planning of road vehicles. However, the main drawback of …