Facial Muscular Human-Computer Interface at a Motor Unit Level

IF 0.5 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Carlos Galvão Pinheiro Júnior, Marcus Fraga Vieira, C. Amorim, G. Bourhis, A. Andrade
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引用次数: 0

Abstract

Assistive technology allows motor-impaired people to overcome limitations. Several myoelectric interfaces have been developed, however, there is no reported study employing information at a motor unit (MU) level for controlling purposes. Thus, we developed a facial myoelectric interface operating at the level of MU for controlling a computer screen cursor. Data were collected from 11 able-bodied and 1 tetraplegic subjects. Different from traditional approaches, there was no significant difference ([Formula: see text]) in learning with respect to the level of difficulty, occurring evenly and faster. Information at MU level opens new possibilities for the development of fine control myoelectric interfaces.
运动单元水平的面部肌肉人机界面
辅助技术使运动障碍的人能够克服限制。一些肌电接口已经被开发出来,然而,还没有报道研究利用运动单元(MU)水平的信息来控制目的。因此,我们开发了一种在MU水平上操作的面部肌电接口,用于控制计算机屏幕光标。数据来自11名健全者和1名四肢瘫痪者。与传统方法不同,在学习难度方面没有显著差异([公式:见文]),发生均匀且速度更快。MU水平的信息为精细控制肌电接口的发展开辟了新的可能性。
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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来源期刊
Advances in Data Science and Adaptive Analysis
Advances in Data Science and Adaptive Analysis MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
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