首页> 外文会议>Intelligent Robots and Systems '94. 'Advanced Robotic Systems and the Real World', IROS '94. Proceedings of the IEEE/RSJ/GI International Conference on >Position and force control of a multifingered hand: a comparison of fuzzy logic to traditional PID control
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Position and force control of a multifingered hand: a comparison of fuzzy logic to traditional PID control

机译:多指手的位置和力控制:模糊逻辑与传统PID控制的比较

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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.
机译:在本文中,我们将讨论被称为Atlas Anthrobot的五指,18自由度,由腱驱动的机器人手的控制。事实证明开发这种手的传统PID控制器很困难,因为肌腱驱动系统产生的行为是高度非线性的。然而,系统的这种非线性性质确实建议将其作为模糊控制的候选者。沿着这些思路,我们开发了用于手的PID控制系统和模糊控制系统,它们都能够同时控制指尖的位置和通过指尖上的接触点施加的力的大小。在本文中,我们将对这两种系统进行比较,以便大致说明每种控制器在控制复杂的腱驱动设备(例如我们的机器人手)中的适用性。

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