Review and performance evaluation of path tracking controllers of autonomous vehicles

M Rokonuzzaman, N Mohajer… - IET Intelligent …, 2021 - Wiley Online Library
Abstract Autonomous Vehicles (AVs) have shown indelible and revolutionary effects on
accident reduction and more efficient use of travel time, with outstanding socio‐economic …

Model predictive control with learned vehicle dynamics for autonomous vehicle path tracking

M Rokonuzzaman, N Mohajer, S Nahavandi… - IEEE …, 2021 - ieeexplore.ieee.org
Model Predictive Controller (MPC) is a capable technique for designing Path Tracking
Controller (PTC) of Autonomous Vehicles (AVs). The performance of MPC can be …

The VILMA intelligent vehicle: an architectural design for cooperative control between driver and automated system

O Garcia, GB Vitor, JV Ferreira, PS Meirelles… - Journal of modern …, 2018 - Springer
Intelligent autonomous vehicles have received a great degree of attention in recent years.
Although the technology required for these vehicles is relatively advanced, the challenge is …

[PDF][PDF] Sensor fusion tests for an autonomous vehicle, using Extended Kalman Filter

O Garcia-Bedoya, J Ferreira - J. Eng. Sci. Technol, 2018 - jestr.org
Intelligent and autonomous vehicle concepts have received a great degree of attention in
recent years. In addition to a set of sensors, actuators, mechanism, and components …

[PDF][PDF] State of the art in predictive control of wheeled mobile robots

P Harasim, M Trojnacki - Journal of Automation, Mobile Robotics and …, 2016 - jamris.org
The paper is concerned with the problem of tracking control of wheeled mobile robots
(WMRs) using predictive control systems. Various kinematic structures of WMRs important …

Vehicle following problem: a control approach for uncertain systems with lossy networks

L de Paula Carvalho, JMP Olate… - IEEE Latin America …, 2018 - ieeexplore.ieee.org
In the present work, a control system based in Networked Control Systems is proposed, in
order to provide a suitable solution to the vehicle following problem. This problem presents …

Output feedback control applied to car pursuit problem with lossy network

LP Carvalho, APC Gonçalves - 2016 IEEE Biennial …, 2016 - ieeexplore.ieee.org
In the last two decades the car pursuit problem has been heavily studied, mainly because it
is a viable solution to minimize the occurrence of accidents on the road. The controller …

Reinforcement learning based trajectory planning for autonomous vehicles

Z Wang, J Tu, C Chen - 2021 China Automation Congress …, 2021 - ieeexplore.ieee.org
The trajectory planning of autonomous vehicles requires making safe sequential decisions
instantaneously. The most significant challenge is the uncertainties brought by complex …

[PDF][PDF] Model Predictive Control With Learned Vehicle Dynamics for Autonomous Vehicle Path Tracking

S MOHAMED - academia.edu
ABSTRACT Model Predictive Controller (MPC) is a capable technique for designing Path
Tracking Controller (PTC) of Autonomous Vehicles (AVs). The performance of MPC can be …

Contrastive Study on Path Tracking Control Methods for Commercial Vehicles

Y Li, D Wang, Q Feng, Y Liu, Y Nan - Proceedings of China SAE Congress …, 2022 - Springer
Aiming at the path tracking problem of intelligent commercial vehicles, based on the lateral
driver model, the optimal preview control strategy is adopted. According to the relationship …