Comparison of EMG-Force Calibration Protocols for Myoelectric Control of Prostheses

Z. Zhu, J. Li, C. Dai, C. Martinez-Luna, B. McDonald, T. Farrell, X. Huang, E. Clancy
{"title":"Comparison of EMG-Force Calibration Protocols for Myoelectric Control of Prostheses","authors":"Z. Zhu, J. Li, C. Dai, C. Martinez-Luna, B. McDonald, T. Farrell, X. Huang, E. Clancy","doi":"10.1109/SPMB47826.2019.9037835","DOIUrl":null,"url":null,"abstract":"The surface electromyogram (EMG) is used as a control source for limb prostheses. When developing hand-wrist prostheses control schemes with able-bodied subjects, it is common to relate forearm EMG to hand-wrist forces/moments using supervised models. However, subjects with unilateral limb absence cannot produce such forces. Thus, we contrasted use of “output” alternatives from the force generated by the sound side in “mirror” movements [ 1 – 2 ], or directly using a target followed with their limb-absent side [ 3 – 4 ].","PeriodicalId":143197,"journal":{"name":"2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPMB47826.2019.9037835","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The surface electromyogram (EMG) is used as a control source for limb prostheses. When developing hand-wrist prostheses control schemes with able-bodied subjects, it is common to relate forearm EMG to hand-wrist forces/moments using supervised models. However, subjects with unilateral limb absence cannot produce such forces. Thus, we contrasted use of “output” alternatives from the force generated by the sound side in “mirror” movements [ 1 – 2 ], or directly using a target followed with their limb-absent side [ 3 – 4 ].
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
假肢肌电控制的肌电-力标定方案比较
表面肌电图(EMG)被用作假肢的控制源。当对健全的受试者开发手-手腕假肢控制方案时,通常使用监督模型将前臂肌电图与手-手腕力/力矩联系起来。然而,单侧肢体缺失的受试者不能产生这种力。因此,我们对比了在“镜像”运动中使用声音侧产生的力的“输出”选择[1 - 2],或直接使用目标与其肢体缺失侧[3 - 4]。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Spectrum Sharing Strategy for Radio Frequency-Based Medical Services Predicting Subjective Sleep Quality Using Recurrent Neural Networks Software and Data Resources to Advance Machine Learning Research in Electroencephalography SPMB 2019 Table of Contents Recent Advances in the Temple University Digital Pathology Corpus
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1