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ORIGINAL RESEARCH article

Front. Robot. AI
Sec. Human-Robot Interaction
Volume 11 - 2024 | doi: 10.3389/frobt.2024.1427095
This article is part of the Research Topic Human-in-the-Loop Paradigm for Assistive Robotics View all 4 articles

Augmenting Visual Feedback with Visualized Interaction Forces in Haptic-Assisted Virtual-Reality Teleoperation

Provisionally accepted
Alex van den Berg Alex van den Berg 1,2*Jelle Hofland Jelle Hofland 2Cock J M Heemskerk Cock J M Heemskerk 2David Abbink David Abbink 1Luka Peternel Luka Peternel 1*
  • 1 Department of Cognitive Robotics, Delft University of Technology, Delft, Netherlands
  • 2 Heemskerk Innovative Technology B.V., Delft, Netherlands

The final, formatted version of the article will be published soon.

    In recent years, providing additional visual feedback about the interaction forces has been found to offer benefits to haptic-assisted teleoperation. However, there is limited insight into the effects of the design of force feedback-related visual cues and the type of visual display on the performance of teleoperation of robotic arms executing industrial tasks. In this study, we provide new insights into this interaction by extending these findings to the haptic assistance teleoperation of a simulated robotic arm in a virtual environment, in which the haptic assistance is comprised of a set of virtual fixtures. We design a novel method for providing visual cues about the interaction forces to complement the haptic assistance and augment visual feedback in virtual reality with a head-mounted display. We evaluate the visual cues method and head-mounted display method through human factors experiments in a teleoperated dross removal use case. The results show that both methods are beneficial for task performance, each of them having stronger points in different aspects of the operation. The visual cues method was found to significantly improve safety in terms of peak collision force, whereas the head-mounted display additionally improves the performance significantly. Furthermore, positive scores of the subjective analysis indicate an increased user acceptance of both methods. This work provides a new study on the importance of visual feedback related to (interaction) forces and spatial information for haptic assistance and provides two methods to take advantage of its potential benefits in the teleoperation of robotic arms.

    Keywords: teleoperation, visual cues, virtual reality, head-mounted display, force feedback, Virtual fixtures

    Received: 02 May 2024; Accepted: 29 Nov 2024.

    Copyright: © 2024 van den Berg, Hofland, Heemskerk, Abbink and Peternel. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    Alex van den Berg, Department of Cognitive Robotics, Delft University of Technology, Delft, Netherlands
    Luka Peternel, Department of Cognitive Robotics, Delft University of Technology, Delft, Netherlands

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.