Instituto Politécnico Nacional-CITEDI, Av. del Parque 1310, Mesa de Otay, Tijuana, BC, Mexico.
ISA Trans. 2013 May;52(3):418-28. doi: 10.1016/j.isatra.2012.11.007. Epub 2013 Jan 17.
In this paper, the trajectory tracking control of robot manipulators is studied from the theoretical and practical point of view. By using the theory of singularly perturbed systems, a class of PD-type robust controllers is introduced. Our analysis departs from parameterizing the proportional and derivative gains with a perturbing parameter. We prove that the smaller the value of perturbing parameter, the smaller the ultimate bound of the joint position tracking error. Derived from the introduced analysis, two forms of extending the proposed class of controllers are discussed. In one, error-varying PD gains are considered while in the another one, a dynamic extension to avoid joint velocity measurements is incorporated. An experimental study in a planar two degrees-of-freedom direct-drive robot is also presented. Under similar implementation conditions, four controllers are tested. The best performance is obtained for a nonlinear PD controller derived from the proposed class of controllers.
本文从理论和实践的角度研究了机器人操作臂的轨迹跟踪控制。通过奇异摄动系统理论,引入了一类 PD 型鲁棒控制器。我们的分析从用摄动参数参数化比例和微分增益开始。我们证明,摄动参数值越小,关节位置跟踪误差的最终界越小。基于引入的分析,讨论了两种扩展所提出的控制器类的形式。在一种形式中,考虑了变化的误差 PD 增益,而在另一种形式中,结合了避免关节速度测量的动态扩展。还提出了在平面两自由度直接驱动机器人中的实验研究。在相似的实施条件下,测试了四个控制器。从所提出的控制器类导出的非线性 PD 控制器获得了最佳性能。