Stability recovery of eye-in-hand manipulator by inter-sample feature estimation

Y. Kusumoto, H. Fujioka
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Abstract

This paper considers a robot motion control problem with visual information. A robust control law has been proposed for the feature-based feedback control based on the passivity of the robot dynamics. The control law, however, is implemented by digital computer with two different sampling periods, namely, periods for angle sampling (short) and image sampling (large). In general, the performance of the system is degraded by the digital implementation. In this paper, we propose to estimate inter-sample value of the image feature by using the updated angles to recover the performance. The effectiveness of the proposed method is demonstrated by experimental results.
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基于样本间特征估计的手眼机械臂稳定性恢复
研究了一类具有视觉信息的机器人运动控制问题。针对机器人动力学的无源性,提出了一种基于特征反馈的鲁棒控制律。而控制律由数字计算机实现,采用两种不同的采样周期,即角度采样周期(短)和图像采样周期(大)。一般来说,系统的性能会因为数字化的实现而降低。本文提出利用更新后的角度估计图像特征的样本间值来恢复图像的性能。实验结果证明了该方法的有效性。
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