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 …
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 …
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 …
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 …
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 …
extreme conditions, which has become one of the essential technologies for the distributed …
Nonlinear observer-based adaptive control of ground vehicles with uncertainty estimation
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 …
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 …
of accurately following desired paths while accounting for uncertainties, external …
[HTML][HTML] Global distribution and readiness status of artificial intelligence application on mobility projects
The mobility sector is experiencing a global transition towards cleaner and more sustainable
technologies. Many mobility projects are developing artificial intelligence (AI) technologies …
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
With the recent emergence of deep learning, computer vision-based applications have
demonstrated better applicability in accomplishing driving tasks including drivable road …
demonstrated better applicability in accomplishing driving tasks including drivable road …
Fast motion model of road vehicles with artificial neural networks
Nonlinear optimization-based motion planning algorithms have been successfully used for
dynamically feasible trajectory planning of road vehicles. However, the main drawback of …
dynamically feasible trajectory planning of road vehicles. However, the main drawback of …