TeLeMan: Teleoperation for Legged Robot Loco-Manipulation using Wearable IMU-based Motion Capture
Human life is invaluable. When dangerous or life-threatening tasks need to be completed, robotic platforms could be ideal in replacing human operators. Such a task that we focus on in this work is the Explosive Ordnance Disposal. Robot telepresence has the potential to provide safety solutions, give...
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Zusammenfassung: | Human life is invaluable. When dangerous or life-threatening tasks need to be
completed, robotic platforms could be ideal in replacing human operators. Such
a task that we focus on in this work is the Explosive Ordnance Disposal. Robot
telepresence has the potential to provide safety solutions, given that mobile
robots have shown robust capabilities when operating in several environments.
However, autonomy may be challenging and risky at this stage, compared to human
operation. Teleoperation could be a compromise between full robot autonomy and
human presence. In this paper, we present a relatively cheap solution for
telepresence and robot teleoperation, to assist with Explosive Ordnance
Disposal, using a legged manipulator (i.e., a legged quadruped robot, embedded
with a manipulator and RGB-D sensing). We propose a novel system integration
for the non-trivial problem of quadruped manipulator whole-body control. Our
system is based on a wearable IMU-based motion capture system that is used for
teleoperation and a VR headset for visual telepresence. We experimentally
validate our method in real-world, for loco-manipulation tasks that require
whole-body robot control and visual telepresence. |
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DOI: | 10.48550/arxiv.2209.10314 |