有袋动物行走和飞行机器人部署在未知环境的协作探索

Paolo De Petris, Shehryar Khattak, M. Dharmadhikari, Gabriel Waibel, Huan Nguyen, Markus Montenegro, Nikhil Khedekar, K. Alexis, M. Hutter
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引用次数: 9

摘要

这项工作贡献了一个有袋类机器人系统的系统,包括一个有腿的和一个能够协作测绘和探索路径规划的空中机器人,利用这两个系统的异构特性和有选择性地从地面机器人部署空中系统的能力。利用四足机器人灵巧的运动能力和持久的耐力,有袋动物组合可以在包括崎岖地形的大范围和受限环境中进行探索。然而,由于某些类型的地形或垂直几何形状会使任何地面系统无法继续其探索,有袋动物系统可以在需要时部署飞行机器人,通过利用其3D导航能力,可以在其耐力限制内进行集中的探索任务。专注于自主性,两个系统可以通过共享基于激光雷达的地图来共同定位和绘制地图,并单独规划探索路径,而腿式机器人上的定制图形搜索允许它确定应该在何时何地部署轮渡空中平台。该系统在多个实验研究中得到验证,展示了有袋动物系统的扩展探索能力,并促进了对其他单独无法到达的区域的探索。
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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 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 colocalize 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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