Design And Engineering Of sEMG-Controlled Multi-Actuator Prosthesis For Disabled Wrist-Amputee

Fadhli Ismail Hatta, E. A. Suprayitno, Rachmad Setiawan
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引用次数: 0

Abstract

This study will design a prosthesis with two actuators as a solution for disabled people with hand disabilities. The prosthesis control method used in this design is based on surface electromyography (sEMG) signals for each actuator. The designed system consists of several processes, namely the acquisition of sEMG signals, digitizing signals, as well as classification of sEMG signals with adaptive threshold algorithms and integration with actuator movements in the prosthesis. The classification of the two sEMG instrumentation signal will produce a command output for each servo activation or de-activation of the prosthesis. From the test of six normal subjects, using an adaptive thresholding algorithm which resulted in detecting 87 finger movements, 27 detections were found due to the cross-talk effect. Then the accuracy of the prosthesis with the adaptive thresholding algorithm is 68.97%.
腕部残肢肌电控制多致动器假肢的设计与工程
本研究将设计一种具有两个致动器的假体,作为手部残疾人士的解决方案。本设计中使用的假肢控制方法是基于每个执行器的表面肌电信号。所设计的系统包括表面肌电信号的采集、信号的数字化、采用自适应阈值算法对表面肌电信号进行分类以及与假肢中执行器运动的集成等几个过程。两种表面肌电信号的分类将为每次伺服激活或停用假肢产生命令输出。通过对6名正常受试者的测试,采用自适应阈值算法检测出87个手指运动,其中由于串扰效应检测出27个。采用自适应阈值算法对义肢进行识别,准确率为68.97%。
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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