Switching method to avoid algorithmic singularity in vision-based control of a space robot

S. Shah, V. Anurag, A. Hafez, K. Krishna
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引用次数: 5

Abstract

This paper presents a novel approach for algorithmic singularity avoidance for reactionless visual servoing of a satellite mounted space robot. Task priority approach is used to perform visual servoing while reactionless manipulation of the space robot. Algorithmic singularity is prominent in such cases of prioritizing two tasks. The algorithmic singularity is different from the kinematic and dynamic singularities as the former is an artefact of the tasks at hand, and difficult to predict. In this paper, we present a geometric interpretation of its occurrence, and propose a method to avoid it. The method involves path planning in image space, and generates a sequence of images that guides the robot towards goal avoiding algorithmic singularity. The method is illustrated through numerical studies on a 6-DOF planar dual-arm robot mounted on a service satellite.
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空间机器人视觉控制中避免算法奇异性的切换方法
提出了一种星载空间机器人无反应视觉伺服的奇异避免算法。采用任务优先级方法对空间机器人进行无反应操纵时的视觉伺服控制。算法奇点在两个任务优先排序的情况下是突出的。算法奇点不同于运动奇点和动态奇点,因为前者是当前任务的人工产物,难以预测。在本文中,我们提出了其发生的几何解释,并提出了一种方法来避免它。该方法涉及图像空间的路径规划,并生成一系列图像,引导机器人走向目标避免算法奇点。最后以某服务卫星上的六自由度平面双臂机器人为例进行了数值研究。
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