测量胸锁乳突肌和颈阔肌肌电信号用于脑机接口反馈的可行性分析

Juliet Sánchez Galego, O. Casas, A. Balbinot
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引用次数: 1

摘要

对胸锁乳突肌和颈阔肌肌电图测量的可行性进行了研究,并拟将其用于脑机接口(BCI)反馈。研究对象为4名平均年龄为35岁的健康受试者,男女各2名。提出的方法包括信号的采集和处理,以及RMS、Mean和Variance的特征提取。数据采集采用AD板NI USB-6009,与LabView接口,在MatLab中进行处理。进行不确定度分析,系统不确定度为±2.31 mV。采用随机完全块设计(RCBD)实验进行方差分析,并通过Minitab软件获得因子和残留物的相互作用。
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Feasibility Assay for Measure of Sternocleidomastoid and Platysma Electromyography Signal for Brain-Computer Interface Feedback
A feasibility assay is conducted for electromyography measure in sternocleidomastoid and platysma, tenting to use it on Brain-Computer Interface (BCI) feedback. It is proposed a case of study for four healthy subjects with an average of 35 years old, two females and two males. Methodology proposed includes signal acquisition and processing with feature extraction of RMS, Mean and Variance. The data are acquired with the AD board NI USB-6009, interfaced with LabView and processed in MatLab. An uncertainty analysis was made obtaining a system uncertainty of ±2.31 mV. ANOVA analysis was done, with a Randomized Complete Block Design (RCBD) experiment and interaction of factors and residues obtained with the software Minitab.
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