首页> 外文会议>International Conference on Communications and Signal Processing >A fuzzy rule based shoulder movement control technique for prosthetic arm
【24h】

A fuzzy rule based shoulder movement control technique for prosthetic arm

机译:基于模糊规则的假肢肩部运动控制技术

获取原文

摘要

This paper suggests a Fuzzy logic technique for designing the control system for the movement of the shoulder joint for prosthetic arm having two degrees of freedom. FIS GUI in MATLAB & Simulink software is used for this objective. The main objective of this paper is to obtain movement of the shoulder joint in intermediate positions using Mamdani fuzzy control logic. The two inputs used in this study are 360O rotation in both Clockwise and Anti-Clockwise direction and the up-down movement. Both the clockwise and anticlockwise rotation are divided into 5 membership function each that is, it has a total of 10 membership functions and is combined according to the priority. Similarly for the second input that is up-down movement 3 membership functions are taken. Thus, there is a total of 30 combinations of membership functions. The membership function of the output is then obtained. Each combination of membership functions describes different movement. A set of rules for each combination of the input variables is used to control the shoulder joint movement to obtain the desired output.
机译:本文提出了一种模糊逻辑技术,用于设计具有两个自由度的假肢肩关节运动的控制系统。为此,使用了MATLAB&Simulink软件中的FIS GUI。本文的主要目的是使用Mamdani模糊控制逻辑获得肩关节在中间位置的运动。本研究中使用的两个输入是顺时针和反顺时针方向的360°旋转以及上下运动。顺时针和逆时针旋转均分为5个隶属函数,即,共有10个隶属函数,并根据优先级进行组合。类似地,对于第二输入是上下移动,采用了3个隶属度函数。因此,总共有30种隶属函数组合。然后获得输出的隶属函数。隶属函数的每种组合都描述了不同的运动。输入变量的每种组合的一组规则用于控制肩关节的运动以获得所需的输出。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号