基于简化时滞控制器的人形机械臂位置控制实验研究:一种实用方法

Y. Bae, S. Jung
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引用次数: 3

摘要

时滞控制方法是非线性多输入多输出系统抗扰的鲁棒控制方法之一。TDC利用之前的控制输入和惯性与加速度的关联信息来抵消系统的不确定性。TDC的性能取决于如何准确地估计加速度项和惯性模型。然而,由于需要两个顺序编码器测量值之间的时间差的二阶导数,因此加速度项的估计是相当嘈杂的。因此,在没有传感器的TDC中估计加速度项对实时控制应用来说是一个负担。由于没有加速度项的TDC对恒定低速的情况影响最小,我们的建议是忽略加速度项的估计。无知可以通过增加反馈收益来弥补。通过对仿人机械臂关节控制的实验研究,比较了该方法与不加加速度项的TDC方法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental studies of position control of humanoid robot arms using a simplified time-delayed controller: A practical approach
A time-delayed control (TDC) method is one of robust control methods that reject disturbance for nonlinear multi-input multi-output systems. The TDC uses the previous information of control input and inertia in association with acceleration to cancel out uncertainties of the system. Performance of the TDC depends upon how the acceleration term and inertia model are accurately estimated. However, the estimation of acceleration terms is quite noisy since the second derivative of the time difference between two sequential encoder measurements is required. Thus, the estimation of acceleration terms in the TDC without sensors is a burden for real-time control applications. Since the TDC without an acceleration term may have minimal effects on cases with constant low velocities, our proposal is to ignore the estimation of the acceleration term. Ignorance may be compensated by increasing feedback gains. Experimental studies of joint control of humanoid robot arms are conducted to demonstrate and compare performances of the TDC method and the TDC without an acceleration term.
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