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Object-Level Impedance Control for Dexterous In-Hand Manipulation

Pfanne, Martin and Chalon, Maxime and Stulp, Freek and Ritter, Helge and Albu-Schäffer, Alin Olimpiu (2020) Object-Level Impedance Control for Dexterous In-Hand Manipulation. IEEE Robotics and Automation Letters, 5 (2), pp. 2987-2994. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/LRA.2020.2974702. ISSN 2377-3766.

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Official URL: https://ieeexplore.ieee.org/abstract/document/9001211

Abstract

This work presents a novel object-level control framework for the dexterous in-hand manipulation of objects with torque-controlled robotic hands. The proposed impedance-based controller realizes the compliant 6-DOF positioning of a grasped object. Enabled by the in-hand localization, the slippage of contacts is avoided by actively maintaining the desired grasp configuration. The internal forces on the object are determined by solving a quadratic optimization problem, which explicitly considers friction constraints on the contacts and allows to gradually shift the load between fingers. The proposed framework is capable of dealing with dynamic changes in the grasp configuration, which makes it applicable for the control of the object during grasp acquisition or the reconfiguration of fingers (i.e. finger gaiting). A nullspace controller avoids joint limits and singularities. Experiments with the DLR robot David demonstrate the efficiency and performance of the controller in various grasping scenarios.

Item URL in elib:https://elib.dlr.de/185789/
Document Type:Article
Title:Object-Level Impedance Control for Dexterous In-Hand Manipulation
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Pfanne, MartinUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Chalon, MaximeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stulp, FreekUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ritter, HelgeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Albu-Schäffer, Alin OlimpiuUNSPECIFIEDhttps://orcid.org/0000-0001-5343-9074142115895
Date:18 February 2020
Journal or Publication Title:IEEE Robotics and Automation Letters
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:5
DOI:10.1109/LRA.2020.2974702
Page Range:pp. 2987-2994
Publisher:IEEE - Institute of Electrical and Electronics Engineers
ISSN:2377-3766
Status:Published
Keywords:Dexterous manipulation, grasping, compliance and impedance control
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Robotics
DLR - Research area:Raumfahrt
DLR - Program:R RO - Robotics
DLR - Research theme (Project):R - Walking robot/locomotion [RO]
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Robotics and Mechatronics (since 2013) > Cognitive Robotics
Deposited By: Pfanne, Martin
Deposited On:22 Mar 2022 11:44
Last Modified:11 Sep 2023 13:24

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  • Object-Level Impedance Control for Dexterous In-Hand Manipulation. (deposited 22 Mar 2022 11:44) [Currently Displayed]

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