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Towards Autonomous Planetary Exploration: The Lightweight Rover Unit (LRU), its Success in the SpaceBotCamp Challenge, and Beyond

机译:迈向自主行星探索:轻型漫游车(LRU),其在SpaceBotCamp挑战赛中的成功以及超越

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摘要

Planetary exploration poses many challenges for a robot system: From weight and size constraints to extraterrestrial environment conditions, which constrain the suitable sensors and actuators. As the distance to other planets introduces a significant communication delay, the efficient operation of a robot system requires a high level of autonomy. In this work, we present our Lightweight Rover Unit (LRU), a small and agile rover prototype that we designed for the challenges of planetary exploration. Its locomotion system with individually steered wheels allows for high maneuverability in rough terrain and stereo cameras as its main sensors ensure the applicability to space missions. We implemented software components for self-localization in GPS-denied environments, autonomous exploration and mapping as well as computer vision, planning and control modules for the autonomous localization, pickup and assembly of objects with its manipulator. Additional high-level mission control components facilitate both autonomous behavior and remote monitoring of the system state over a delayed communication link. We successfully demonstrated the autonomous capabilities of our LRU at the SpaceBotCamp challenge, a national robotics contest with focus on autonomous planetary exploration. A robot had to autonomously explore an unknown Moon-like rough terrain, locate and collect two objects and assemble them after transport to a third object - which the LRU did on its first try, in half of the time and fully autonomously. The next milestone for our ongoing LRU development is an upcoming planetary exploration analogue mission to perform scientific experiments at a Moon analogue site located on a volcano.
机译:行星探测对机器人系统提出了许多挑战:从重量和尺寸的限制到地外环境条件,这限制了合适的传感器和执行器。由于与其他行星的距离带来了显着的通信延迟,因此机器人系统的高效运行需要高度的自主权。在这项工作中,我们展示了我们的轻型漫游车单元(LRU),这是一款小型敏捷的漫游车原型,旨在应对行星勘探的挑战。它的运动系统带有独立操纵的车轮,可在崎terrain的地形和立体摄像机中实现较高的机动性,因为其主要传感器确保了其在太空任务中的适用性。我们实施了用于在GPS受限的环境中进行自动定位的软件组件,自主的探索和制图以及计算机视觉,规划和控制模块,以利用其机械手进行自主定位,拾取和组装对象。附加的高级任务控制组件可通过延迟的通信链路促进自主行为和对系统状态的远程监视。我们在SpaceBotCamp挑战赛上成功展示了LRU的自主能力,这是一场全国性机器人竞赛,重点是自主行星探索。机器人必须自主探索未知的类似月球的崎terrain地形,找到并收集两个物体,然后将它们组装到第三物体上,然后组装起来-LRU在第一次尝试中就用了一半的时间,并且是完全自主的。我们正在进行的LRU开发的下一个里程碑是即将进行的行星探索模拟任务,该任务将在位于火山上的月球模拟站点进行科学实验。

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