Position and force control of a multifingered hand: a comparison of fuzzy logic to traditional PID control

D. Hristu-Varsakelis, Jon Babb, H. Singh, S. Gottschlich
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引用次数: 7

Abstract

In this paper we will discuss the control of a five-fingered, 18 degree of freedom, tendon driven robot hand known as the Atlas Anthrobot. Developing a traditional PID controller for this hand has proved difficult because the behavior of the tendon drive system produces is highly nonlinear. This nonlinear nature of the system however does suggest it as a candidate for fuzzy control. Along these lines we have developed a PID control system and a fuzzy control system for the hand which are both capable of simultaneously controlling the position of the fingertips and the amount of force exerted through a contact point on the fingertip. In this paper we will present a comparison between the two systems in order to generally make statements about the appropriateness of each controller for controlling complicated tendon driven devices such as our robot hand.<>
多指手的位置与力的控制:模糊逻辑与传统PID控制的比较
在本文中,我们将讨论控制一个五指,18个自由度,肌腱驱动的机械手被称为Atlas Anthrobot。由于肌腱驱动系统的行为是高度非线性的,开发传统的PID控制器是很困难的。然而,系统的非线性特性确实表明它是模糊控制的候选。沿着这些思路,我们开发了一个PID控制系统和一个手部模糊控制系统,它们都能够同时控制指尖的位置和通过指尖接触点施加的力的大小。在本文中,我们将对这两个系统进行比较,以便对每个控制器用于控制复杂的肌腱驱动装置(如我们的机器人手)的适当性进行一般说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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