Implementation of an improved moment-based visual servoing controller on an industrial robot

Parisa Masnadi Khiabani, Javad Ramezanzadeh, H. Taghirad
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引用次数: 1

Abstract

In this paper, robust nonlinear control of moment-based visual servoing has been proposed. Due to the nonlinear nature of system, proportional integral sliding mode controller could improve the performance and robustness of visual servoing. The proposed method not only increases domain of attraction even in extraneous image regions, but also it achieves convergence to the target point despite of uncertainties. The stability of the controller is analyzed by Lyapunov's theorem. Furthermore, Integrated control of 4 DOF camera motions in this work, drastically improves the accuracy in compare with the kernel-based sliding mode visual servoing [1]. Different experiments are done to demonstrate considerable performance improvements on 5 DOF industrial robot.
一种改进的基于力矩的视觉伺服控制器在工业机器人上的实现
提出了基于力矩的视觉伺服系统的鲁棒非线性控制方法。由于系统的非线性特性,比例积分滑模控制器可以提高视觉伺服系统的性能和鲁棒性。该方法不仅增加了图像外部区域的吸引域,而且在存在不确定性的情况下仍能收敛到目标点。利用李亚普诺夫定理分析了控制器的稳定性。此外,与基于核的滑模视觉伺服相比,本研究中对4自由度摄像机运动的集成控制大大提高了精度[1]。通过不同的实验证明了五自由度工业机器人的性能有很大的提高。
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