Paper Info
Title
Open-Loop Position Control In Collaborative, Modular Variable-Stiffness-Link (Vsl) Robots
Abstract
Collaborative robots open up new avenues in the field of industrial robotics and physical Human-Robot Interaction (pHRI) as they are suitable to work in close approximation with humans. The integration and control of variable stiffness elements allow inherently safe interaction: Apart from notable work on Variable Stiffness Actuators, the concept of Variable-Stiffness-Link (VSL) manipulators promises safety improvements in cases of unintentional physical collision. However, position control of these type of robotic manipulators is challenging for critical task-oriented motions. In this letter, we propose a hybrid, learning based kinematic modelling approach to improve the performance of traditional open-loop position controllers for a modular, collaborative VSL robot. We show that our approach improves the performance of traditional open-loop position controllers for robots with VSL and compensates for position errors, in particular, for lower stiffness values inside the links: Using our upgraded and modular robot, two experiments have been carried out to evaluate the behaviour of the robot during task-oriented motions. Results show that traditional model-based kinematics are not able to accurately control the position of the end-effector: the position error increases with higher loads and lower pressures inside the VSLs. On the other hand, we demonstrate that, using our approach, the VSL robot can outperform the position control compared to a robotic manipulator with 3D printed rigid links.
Year
DOI
Venue
2020
10.1109/LRA.2020.2969943
IEEE ROBOTICS AND AUTOMATION LETTERS
Keywords
DocType
Volume
Modeling, control, and learning for soft robots, soft robot materials and design, deep learning in robotics and automation
Journal
5
Issue
ISSN
Citations 
2
2377-3766
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Juan M. Gandarias193.21
Yongjing Wang200.34
Agostino Stilli3588.71
Alfonso Garc'ia-Cerezo4516.08
Jesús M. Gómez de Gabriel500.34
Helge A. Wurdemann615111.63