未知环境下的自适应混合视觉伺服/力控制

K. Hosoda, Katsuji Igarashi, M. Asada
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引用次数: 41

摘要

提出了一种自适应视觉伺服/力混合控制器,实现了机械手对表面施加接触力时的视觉伺服。该控制器具有视觉伺服控制和力控制的混合结构。由于该方法具有摄像机-机械手系统参数的在线估计器和未知约束曲面参数的在线估计器,因此它只需要对机械手的运动学进行先验的了解就可以了。首先,我们提出了图像雅可比矩阵的估计量,该矩阵描述了图像特征与机械臂尖端位置/方向之间的关系。其次,介绍了一种未知约束曲面法向量的估计方法。然后,提出了一种自适应视觉伺服/力混合控制器。最后,通过实验验证了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive hybrid visual servoing/force control in unknown environment
This paper describes an adaptive hybrid visual servoing/force controller to realize visual servoing while the manipulator exerts contact force on a surface. The proposed controller has a hybrid structure of visual servoing control and force control. Because it has an online estimator for the parameters of the camera-manipulator system and the one for the parameters of the unknown constraint surface, it only needs a priori knowledge on the manipulator kinematics and nothing any more. First, we propose an estimator for an image Jacobian matrix which describes the relation between image features and the tip position/orientation of the manipulator. Second, a method to estimate the normal vector of the unknown constraint surface is introduced. Then, an adaptive hybrid visual servoing/force controller is proposed. Finally, experimental results are shown to demonstrate the effectiveness of the proposed scheme.
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