论文标题

有足够的散步机器人部署,用于对未知环境的协作探索

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

论文作者

De Petris, Paolo, Khattak, Shehryar, Dharmadhikari, Mihir, Waibel, Gabriel, Nguyen, Huan, Montenegro, Markus, Khedekar, Nikhil, Alexis, Kostas, Hutter, Marco

论文摘要

这项工作贡献了一个有袋式机器人系统的系统,涉及一个能够协作映射和勘探路径计划的腿部和空中机器人,该机器人利用了这两个系统的异质性能,并能够从地面机器人中选择性地部署空中系统。掌管组合可以利用灵巧的运动能力和长时间的耐力,可以在涉及粗糙地形的大规模和密闭环境中进行探索。但是,由于某些类型的地形或垂直几何形状可以使任何无法继续其勘探的地面系统变得更加行驶,因此,在需要时,有袋动物系统可以部署飞行机器人,通过利用其3D导航能力,可以在其耐力限制内实施专注的勘探任务。专注于自主权,这两个系统可以通过共享基于激光雷达的地图并单独计划探索路径共同定位和映射,而量身定制的图形搜索在船上允许腿部机器人允许其识别何时以及何时应部署何时以及何时部署何时。在多项实验研究中验证了该系统,证明了有袋动物系统的扩大勘探能力,并促进了对原本个人无法达到的领域的探索。

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.

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