柔性关节机械臂的自适应控制:理论与实验

K. Kozlowski, P. Sauer
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引用次数: 5

摘要

本文研究了具有弹性关节的机械臂的一种控制方案。该算法只需要对位置信号进行测量。该算法是Loria和Ortega(1995)提出的控制算法的扩展。我们假设Loria和Ortega的模型在连杆和马达两侧都有额外的动态摩擦分量。针对所提出的机械臂模型,我们开发了一种基于李亚普诺夫稳定性理论的自适应控制算法。在本文的第一部分,我们提出了一个一般的控制算法。研究了机械手末端执行器的位置控制和跟踪控制两个问题。给出了仿真和实验结果。通过MATLAB和SIMULINK仿真以及实验装置对新算法进行了验证。实验装置由二自由度机械手和基于ds1102信号处理器卡的控制系统组成。仿真和实验结果验证了该自适应控制算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On adaptive control of flexible joint manipulators: theory and experiments
In this paper we consider a control scheme for manipulators with elastic joints. The proposed algorithm requires only position signals measurements. This algorithm is an extension of the control algorithm proposed by Loria and Ortega (1995). We have assumed that Loria's and Ortega's model has in addition dynamic friction components on both link and motor sides. We have developed for the proposed model of the manipulator an adaptive version of the control algorithm based on Lyapunov stability theory. In a first part of this paper we present a control algorithm in general. We consider two problems of controlling the position of the end effector of the manipulator and tracking control. Simulation and experimental results are presented. The verification of the new algorithm was investigated a simulation way in MATLAB and SIMULINK and at experimental set-up. An experimental set-up consists of a manipulator with two degrees of freedom, and a control system based on a card with signal processor DS 1102. Simulation and experimental results illustrate properties of the new adaptive control algorithm.
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