Using Control And Vision For Space Applications

N. Papanikolopoulos, P. Khosla
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引用次数: 3

Abstract

In this paper, we present algorithms that address the real-time robotic visual tracking (eye-in-hand configuration) of satellites that move in 2-D space. To achieve our objective, we combine computer vision techniques, for detection of motion, with simple control strategies. The problem has been formulated from the systems theory point of view. This facilitates the extension of the algorithm to 3-D space. A cross-correlation technique (SSD optical flow) is used for computing the vector of discrete displacements and is combined with an appropriate control scheme to calculate the required motion of the space robotic system. Shared and traded control modes enable the integration of the human operator with the autonomous tracling modules. In this way, the human operator can intervene and correct the tracking motion through a joystick. The performance of the proposed algorithms has been tested on a real system, the CMU DD Arm 11, and the results are presented in this paper.
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在空间应用中使用控制和视觉
在本文中,我们提出了一种算法,用于解决在二维空间中移动的卫星的实时机器人视觉跟踪(眼手配置)。为了实现我们的目标,我们将计算机视觉技术与简单的控制策略相结合,用于检测运动。这个问题已从系统论的观点表述出来。这有利于将算法扩展到三维空间。利用相互关联技术(SSD光流)计算离散位移矢量,并结合适当的控制方案计算空间机器人系统所需的运动。共享和交易控制模式使人类操作员与自主跟踪模块的集成。这样,人类操作员就可以通过操纵杆干预和纠正跟踪运动。本文在实际系统CMU DD arm11上对算法的性能进行了测试,并给出了测试结果。
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