Item


Local model predictive control experiences with differential driven wheeled mobile robots

This work extends a previously developed research concerning about the use of local model predictive control in differential driven mobile robots. Hence, experimental results are presented as a way to improve the methodology by considering aspects as trajectory accuracy and time performance. In this sense, the cost function and the prediction horizon are important aspects to be considered. The aim of the present work is to test the control method by measuring trajectory tracking accuracy and time performance. Moreover, strategies for the integration with perception system and path planning are briefly introduced. In this sense, monocular image data can be used to plan safety trajectories by using goal attraction potential fields

Romanian Society of Control Engineering and Technical Informatics

Author: Pacheco Valls, Lluís
Luo, Ningsu
Ferrer Plana, Jordi
Abstract: This work extends a previously developed research concerning about the use of local model predictive control in differential driven mobile robots. Hence, experimental results are presented as a way to improve the methodology by considering aspects as trajectory accuracy and time performance. In this sense, the cost function and the prediction horizon are important aspects to be considered. The aim of the present work is to test the control method by measuring trajectory tracking accuracy and time performance. Moreover, strategies for the integration with perception system and path planning are briefly introduced. In this sense, monocular image data can be used to plan safety trajectories by using goal attraction potential fields
Document access: http://hdl.handle.net/2072/62977
Language: eng
Publisher: Romanian Society of Control Engineering and Technical Informatics
Rights: Tots els drets reservats dels autors. This journal uses Open Journal Systems 2.3.8.0, which is open source journal management and publishing software developed, supported, and freely distributed by the Public Knowledge Project under the GNU General Public License
Subject: Robots mòbils -- Sistemes de control
Control predictiu
Sistema de posicionament global
Global Positioning System
Mobile robots -- Control systems
Predictive control
Robots autònoms -- Sistemes de control
Autonomous robots -- Control systems
Visió artificial (Robòtica)
Robot vision
Title: Local model predictive control experiences with differential driven wheeled mobile robots
Type: info:eu-repo/semantics/article
Repository: Recercat

Subjects

Authors


Warning: Unknown: write failed: No space left on device (28) in Unknown on line 0

Warning: Unknown: Failed to write session data (files). Please verify that the current setting of session.save_path is correct (/var/lib/php5) in Unknown on line 0