Semi-autonomous telerobotic assembly over high-latency networks

Jonathan Bohren, Chris Paxton, Ryan Howarth, Gregory Hager, Louis L. Whitcomb

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We report the development and a preliminary multi-user evaluation of an assisted teleoperation architecture for assembly tasks over high-latency networks. While such tasks still require human insight, there are often elements of these tasks which can be executed autonomously. Our architecture contextualizes a user's intended actions in a remote scene. It assists the user by performing the intended action more precisely based on the latest local scene model. We report the results of a multi-user study of nine participants to evaluate performance of this approach using a full-3D dynamic robotic simulation in a laboratory environment. The study required users to assemble part of a structure with 200 or 4000 milliseconds of time delay, with or without assistance from the reported system. For each condition, we evaluated performance based both on partial and final task completion times, and we estimated each user's workload with the NASA Task Load Index. The study showed that our architecture has the potential to increase feasibility of the task both with and without large telemetry delay and to enable users to complete elements of the task more rapidly. We also found that the assistance dramatically reduced the users' workload. We provide open-source implementations for all components of our system, which can be adapted to other robotic platforms.

Original languageEnglish (US)
Title of host publicationACM/IEEE International Conference on Human-Robot Interaction
PublisherIEEE Computer Society
Pages149-156
Number of pages8
Volume2016-April
ISBN (Print)9781467383707
DOIs
StatePublished - Apr 12 2016
Event11th Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI 2016 - Christchurch, New Zealand
Duration: Mar 7 2016Mar 10 2016

Other

Other11th Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI 2016
CountryNew Zealand
CityChristchurch
Period3/7/163/10/16

ASJC Scopus subject areas

  • Artificial Intelligence
  • Human-Computer Interaction
  • Electrical and Electronic Engineering

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  • Cite this

    Bohren, J., Paxton, C., Howarth, R., Hager, G., & Whitcomb, L. L. (2016). Semi-autonomous telerobotic assembly over high-latency networks. In ACM/IEEE International Conference on Human-Robot Interaction (Vol. 2016-April, pp. 149-156). [7451746] IEEE Computer Society. https://doi.org/10.1109/HRI.2016.7451746