Development of Cost Effective EMG Controlled Three Fingered Robotic Hand

S. Choudhary, D. Chakraborty, N. M. Kakoty, S. Hazarika
{"title":"Development of Cost Effective EMG Controlled Three Fingered Robotic Hand","authors":"S. Choudhary, D. Chakraborty, N. M. Kakoty, S. Hazarika","doi":"10.1109/ICCCT.2012.29","DOIUrl":null,"url":null,"abstract":"One of the major problems confronted in the development of robotic hand prostheses is the achievement of electromyogram (EMG) based control in terms of grasping adaptability. Moreover prosthetic hands that have appeared in the market are out of the reach of common people because of high cost. In this paper, we report the development and control of a three fingered robotic hand motivated by these facts. The developed hand possess six degrees of freedom and can grasp oval, cuboid, circular and cylindrical objects with self adaptability. A grasp planner based on EMG signals commands the controller for actuating the hand opening and closing. In the grasp planner, a fuzzy classifier recognizes shoulder abduction and adduction based on the root mean square value of EMG. The control is through a proportional controller customized with position and touch sensors. The envisaged cost of the proposed hand would be appreciably low compared to most of the hands available in the market.","PeriodicalId":235770,"journal":{"name":"2012 Third International Conference on Computer and Communication Technology","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Third International Conference on Computer and Communication Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCT.2012.29","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

One of the major problems confronted in the development of robotic hand prostheses is the achievement of electromyogram (EMG) based control in terms of grasping adaptability. Moreover prosthetic hands that have appeared in the market are out of the reach of common people because of high cost. In this paper, we report the development and control of a three fingered robotic hand motivated by these facts. The developed hand possess six degrees of freedom and can grasp oval, cuboid, circular and cylindrical objects with self adaptability. A grasp planner based on EMG signals commands the controller for actuating the hand opening and closing. In the grasp planner, a fuzzy classifier recognizes shoulder abduction and adduction based on the root mean square value of EMG. The control is through a proportional controller customized with position and touch sensors. The envisaged cost of the proposed hand would be appreciably low compared to most of the hands available in the market.
具有成本效益的肌电控制三指机械手的研制
基于肌电图(electrogram, EMG)的抓取适应性控制是机械手假肢开发中面临的主要问题之一。此外,市场上已经出现的假肢手由于成本高昂而超出了普通人的承受能力。在本文中,我们报告了基于这些事实的三指机器人手的开发和控制。所开发的手具有6个自由度,可以抓取椭圆形、长方体、圆形和圆柱形物体,具有自适应性。基于肌电信号的抓取规划器命令控制器驱动手的打开和关闭。在抓握规划器中,模糊分类器根据肌电的均方根值识别肩部外展和内收。控制是通过一个比例控制器定制的位置和触摸传感器。与市场上可获得的大多数手相比,拟议手的设想成本将明显较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信