Marsupial Walking-and-Flying Robotic Deployment for Collaborative Exploration of Unknown Environments

This work contributes a marsupial robotic system-of-systems involving a legged and an aerial robot capable of collaborative mapping and exploration path planning that exploits the heterogeneous properties of the two systems and the ability to selectively deploy the aerial system from the ground robo...

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Bibliographic Details
Published in:arXiv.org 2022-05
Main Authors: De Petris, Paolo, Khattak, Shehryar, Dharmadhikari, Mihir, Waibel, Gabriel, Nguyen, Huan, Montenegro, Markus, Khedekar, Nikhil, Kostas Alexis, Hutter, Marco
Format: Article
Language:English
Subjects:
Collaboration
Confined spaces
Exploration
Fatigue limit
Locomotion
Path planning
Robot dynamics
Robots
Rough terrain
System of systems
Unknown environments
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Summary:This work contributes a marsupial robotic system-of-systems involving a legged and an aerial robot capable of collaborative mapping and exploration path planning that exploits the heterogeneous properties of the two systems and the ability to selectively deploy the aerial system from the ground robot. Exploiting the dexterous locomotion capabilities and long endurance of quadruped robots, the marsupial combination can explore within large-scale and confined environments involving rough terrain. However, as certain types of terrain or vertical geometries can render any ground system unable to continue its exploration, the marsupial system can - when needed - deploy the flying robot which, by exploiting its 3D navigation capabilities, can undertake a focused exploration task within its endurance limitations. Focusing on autonomy, the two systems can co-localize and map together by sharing LiDAR-based maps and plan exploration paths individually, while a tailored graph search onboard the legged robot allows it to identify where and when the ferried aerial platform should be deployed. The system is verified within multiple experimental studies demonstrating the expanded exploration capabilities of the marsupial system-of-systems and facilitating the exploration of otherwise individually unreachable areas.
ISSN:2331-8422