Review of research on agricultural vehicle autonomous guidance

M Li, K Imou, K Wakabayashi, S Yokoyama - International Journal of …, 2009 - ijabe.org
A brief review of research in agricultural vehicle guidance technologies is presented. The
authors propose the conceptual framework of an agricultural vehicle autonomous guidance …

Deep reinforcement learning based control for Autonomous Vehicles in CARLA

Ó Pérez-Gil, R Barea, E López-Guillén… - Multimedia Tools and …, 2022 - Springer
Abstract Nowadays, Artificial Intelligence (AI) is growing by leaps and bounds in almost all
fields of technology, and Autonomous Vehicles (AV) research is one more of them. This …

Reference trajectory planning under constraints and path tracking using linear time-varying model predictive control for agricultural machines

MMG Plessen, A Bemporad - Biosystems Engineering, 2017 - Elsevier
Highlights•Three design tools for smooth path generation: circle segments, generalized
elementary and bi-elementary paths.•Trade-off between repressed area minimization and …

Design of a control system for an autonomous vehicle based on adaptive-pid

P Zhao, J Chen, Y Song, X Tao… - International Journal of …, 2012 - journals.sagepub.com
The autonomous vehicle is a mobile robot integrating multi-sensor navigation and
positioning, intelligent decision making and control technology. This paper presents the …

Navigation system for agricultural machines: Nonlinear model predictive path tracking

J Backman, T Oksanen, A Visala - Computers and Electronics in Agriculture, 2012 - Elsevier
This article presents a new kind of navigation system for agricultural machines. The focus is
on trajectory control where a Nonlinear Model Predictive path tracking for tractor and trailer …

Complex trajectory tracking using PID control for autonomous driving

W Farag - … Journal of Intelligent Transportation Systems Research, 2020 - Springer
In this paper, a Proportional-Integral-Differential (PID) controller that facilitates track
maneuvering for self-driving cars is proposed. Three different design approaches are used …

Trajectory tracking control of farm vehicles in presence of sliding

H Fang, R Fan, B Thuilot, P Martinet - Robotics and Autonomous Systems, 2006 - Elsevier
In automatic guidance of agriculture vehicles, lateral control is not the only requirement.
Much research work has been focused on trajectory tracking control which can provide high …

Towards agrobots: Identification of the yaw dynamics and trajectory tracking of an autonomous tractor

E Kayacan, E Kayacan, H Ramon, W Saeys - Computers and Electronics in …, 2015 - Elsevier
More efficient agricultural machinery is needed as agricultural areas become more limited
and energy and labor costs increase. To increase their efficiency, trajectory tracking problem …

[图书][B] Path planning of cooperative mobile robots using discrete event models

C Mahulea, M Kloetzer, R González - 2020 - books.google.com
Offers an integrated presentation for path planning and motion control of cooperative mobile
robots using discrete-event system principles Generating feasible paths or routes between a …

MPC and PSO based control methodology for path tracking of 4WS4WD vehicles

Q Tan, P Dai, Z Zhang, J Katupitiya - Applied sciences, 2018 - mdpi.com
Four wheel steering and four wheel drive (4WS4WD) vehicles are over-actuated systems
with superior performance. Considering the control problem caused by the system …