机器人机械手的嵌入式模糊PD控制器

Ahmad M. El-Nagar, A. Abdrabou, M. El-Bardini, Emad A. Elsheikh
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引用次数: 1

摘要

本文的目的是通过设计一种模糊比例导数(PD)控制器来进行研究并得到解决方案,以实时克服机器人机械手的不确定性,如干扰和其他变化。在工业过程和其他不同领域中,特别是在输入与输出之间缺乏定量数据的情况下,模糊控制器起着重要的作用。该控制器实现了鲁棒的轨迹跟踪。通过Matlab仿真分析PID、2- dof PID和模糊PD的性能,并利用单片机进行实际分析,证明了所提出的模糊PD控制器与其他传统控制器相比,具有响应速度快、稳定性好、超调量小的优点,并且即使存在不确定性,所提出的控制器的轨迹跟踪性能也具有鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Embedded Fuzzy PD Controller for Robot Manipulator
The purpose of the paper is to conduct an investigation and obtain a solution through designing a fuzzy proportional-derivative (PD) controller to overcome the uncertainties of a robot manipulator in real-time, like disturbances and other variations. The fuzzy logic controller plays a big rule especially in case of quantitative data shortage relating the input to output in industrial processes and other different fields. The suggested controller achieves robust trajectory tracking. The analysis of performance for the PID, 2-DOF-PID, and fuzzy PD carried out simulatively through using Matlab and practically by using a microcontroller to prove that the proposed fuzzy PD controller has advantages of faster response, better stability, and less overshoot in a comparison with other traditional controllers, furthermore, even in the presence of uncertainties, the performance of the proposed controller for trajectory tracking is robust.
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