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Kinesthetic Teaching in Assembly Operations – A User Study

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8810))

Abstract

Kinesthetic teaching is a commonly employed method for programming robots using the Programming by Demonstration (PbD) paradigm. It is widely regarded as an intuitive approach to robot programming, which can be performed by shop-floor workers. Much research in this area has focused on pick-and-place tasks while demanding assembly tasks have received less attention so far. Nonetheless, in various contributions kinesthetic teaching is utilized to gain insight into human assembly strategies by deriving trajectories, mating forces, etc. To evaluate the discrepancies between kinesthetic teaching and manual assembly in the context of industrial assembly tasks, we conducted a user study with 78 participants featuring four different tasks. Our results confirm the ease of learning attributed to kinesthetic teaching but also suggest that trying to transfer human assembly strategies using this method may suffer from a substantial flaw.

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References

  1. Akgun, B., Cakmak, M., Yoo, J.W., Thomaz, A.L.: Trajectories and keyframes for kinesthetic teaching: A human-robot interaction perspective. In: Proceedings of the Seventh Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI 2012, pp. 391–398. ACM, New York (2012)

    Google Scholar 

  2. Argall, B.D., Chernova, S., Veloso, M., Browning, B.: A survey of robot learning from demonstration. Robotics and Autonomous Systems 57(5), 469–483 (2009)

    Article  Google Scholar 

  3. Billard, A., Calinon, S., Dillmann, R., Schaal, S.: Robot programming by demonstration. In: Siciliano, B., Khatib, O. (eds.) Springer Handbook of Robotics, pp. 1371–1394. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  4. Bischoff, R., Kurth, J., Schreiber, G., Koeppe, R., Albu-Schäffer, A., Beyer, A., Eiberger, O., Haddadin, S., Stemmer, A., Grunwald, G., et al.: The kuka-dlr lightweight robot arm-a new reference platform for robotics research and manufacturing. In: 2010 41st International Symposium on Robotics (ISR) and 2010 6th German Conference on Robotics (ROBOTIK), pp. 1–8. VDE (2010)

    Google Scholar 

  5. Delson, N., West, H.: Robot programming by human demonstration: adaptation and inconsistency in constrained motion. In: Proceedings of the 1996 IEEE International Conference on Robotics and Automation, vol. 1, pp. 30–36 (1996)

    Google Scholar 

  6. Dillmann, R., Asfour, T., Do, M., Jäkel, R., Kasper, A., Azad, P., Ude, A., Schmidt-Rohr, S., Lösch, M.: Advances in robot programming by demonstration. KI - Künstliche Intelligenz 24(4), 295–303 (2010)

    Article  Google Scholar 

  7. Kormushev, P., Calinon, S., Caldwell, D.G.: Imitation Learning of Positional and Force Skills Demonstrated via Kinesthetic Teaching and Haptic Input. Advanced Robotics 25(5), 581–603 (2011)

    Article  Google Scholar 

  8. Kruskal, W.H., Wallis, W.A.: Use of ranks in one-criterion variance analysis. Journal of the American statistical Association 47(260), 583–621 (1952)

    Article  MATH  Google Scholar 

  9. MathWorks: Matlab Documentation - Boxplot (2014), http://www.mathworks.de/de/help/stats/boxplot.html (accessed July 22, 2014)

  10. Moeslund, T.B., Hilton, A., Krüger, V.: A survey of advances in vision-based human motion capture and analysis. Computer Vision and Image Understanding 104(2-3), 90–126 (2006), special Issue on Modeling People: Vision-based understanding of a person’s shape, appearance, movement and behaviour

    Google Scholar 

  11. Muxfeldt, A., Kluth, J.H.: User study on different assembly tasks. Tech. Rep. 07-14-1, Technische Universität Braunschweig, Institut für Robotik und Prozessinformatik (2014), http://www.rob.cs.tu-bs.de/content/03-research/01-projects/69-userstudy/TechnicalReport.pdf

  12. Pais, L., Billard, A.: Tactile interface user-friendliness evaluated in the context of robot programming by demonstration. In: HRI Workshop on Advances in Tactile Sensing and Touch Based Human-robot Interaction (2012)

    Google Scholar 

  13. Schou, C., Damgaard, J., Bogh, S., Madsen, O.: Human-robot interface for instructing industrial tasks using kinesthetic teaching. In: 2013 44th International Symposium on Robotics (ISR), pp. 1–6 (October 2013)

    Google Scholar 

  14. Wrede, S., Emmerich, C., Grünberg, R., Nordmann, A., Swadzba, A., Steil, J.J.: A user study on kinesthetic teaching of redundant robots in task and configuration space. Journal of Human-Robot Interaction 2(Special Issue: HRI System Studies), 56–81 (2013)

    Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Muxfeldt, A., Kluth, JH., Kubus, D. (2014). Kinesthetic Teaching in Assembly Operations – A User Study. In: Brugali, D., Broenink, J.F., Kroeger, T., MacDonald, B.A. (eds) Simulation, Modeling, and Programming for Autonomous Robots. SIMPAR 2014. Lecture Notes in Computer Science(), vol 8810. Springer, Cham. https://doi.org/10.1007/978-3-319-11900-7_45

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  • DOI: https://doi.org/10.1007/978-3-319-11900-7_45

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11899-4

  • Online ISBN: 978-3-319-11900-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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