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Simultaneous kinesthetic teaching of positional and force requirements for sequential in-contact tasks
German Aerospace Center (DLR), Institute of Robotics and Mechatronics, Oberpfaffenhofen-Weßling, Germany.
University of Skövde, School of Informatics. University of Skövde, The Informatics Research Centre. (Interaction Lab)
Department of Electrical Engineering and Automation, Aalto Univeristy, Aalto, Finland.
2015 (English)In: Proceedings of the 2015 IEEE-RAS International Conference on Humanoid Robots (Humanoids), IEEE Computer Society, 2015, 202-209 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper demonstrates a method for simulta-neous transfer of positional and force requirements for in-contact tasks from a human instructor to a robotic arm throughkinesthetic teaching. This is achieved by a specific use of thesensory configuration, where a force/torque sensor is mountedbetween the tool and the flange of a robotic arm endowedwith integrated torque sensors at each joint. The humandemonstration is modeled using Dynamic Movement Primitives.Following human demonstration, the robot arm is provided withthe capacity to perform sequential in-contact tasks, for examplewriting on a notepad a previously demonstrated sequence ofcharacters. During the reenactment of the task, the systemis not only able to imitate and generalize from demonstratedtrajectories, but also from their associated force profiles. In fact,the implemented framework is extended to successfully recoverfrom perturbations of the trajectory during reenactment andto cope with dynamic environments.

Place, publisher, year, edition, pages
IEEE Computer Society, 2015. 202-209 p.
Keyword [en]
physical human-robot interaction, programming by demonstration
National Category
Robotics
Identifiers
URN: urn:nbn:se:his:diva-11671DOI: 10.1109/HUMANOIDS.2015.7363552ISI: 000377954900031Scopus ID: 2-s2.0-84962296207ISBN: 978-1-4799-6885-5 OAI: oai:DiVA.org:his-11671DiVA: diva2:868199
Conference
15th IEEE-RAS International Conference on Humanoid Robots (Humanoids), Seoul, South Korea, November 3-5, 2015
Available from: 2015-11-09 Created: 2015-11-09 Last updated: 2016-07-07Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf