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迈向无处不在的 EEG:耳内 EEG 与额部 EEG 的相关性。

Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG.

机构信息

Institute for Bioengineering, University of Applied Sciences Aachen, 52005 Aachen, Germany.

IDUN Technologies AG, Alpenstrasse 3, 8152 Glattpark, Switzerland.

出版信息

Sensors (Basel). 2022 Feb 17;22(4):1568. doi: 10.3390/s22041568.

Abstract

Wearable EEG has gained popularity in recent years driven by promising uses outside of clinics and research. The ubiquitous application of continuous EEG requires unobtrusive form-factors that are easily acceptable by the end-users. In this progression, wearable EEG systems have been moving from full scalp to forehead and recently to the ear. The aim of this study is to demonstrate that emerging ear-EEG provides similar impedance and signal properties as established forehead EEG. EEG data using eyes-open and closed alpha paradigm were acquired from ten healthy subjects using generic earpieces fitted with three custom-made electrodes and a forehead electrode (at Fpx) after impedance analysis. Inter-subject variability in in-ear electrode impedance ranged from 20 kΩ to 25 kΩ at 10 Hz. Signal quality was comparable with an SNR of 6 for in-ear and 8 for forehead electrodes. Alpha attenuation was significant during the eyes-open condition in all in-ear electrodes, and it followed the structure of power spectral density plots of forehead electrodes, with the Pearson correlation coefficient of 0.92 between in-ear locations ELE (Left Ear Superior) and ERE (Right Ear Superior) and forehead locations, Fp1 and Fp2, respectively. The results indicate that in-ear EEG is an unobtrusive alternative in terms of impedance, signal properties and information content to established forehead EEG.

摘要

近年来,由于在诊所和研究之外具有广阔的应用前景,可穿戴式 EEG 技术得到了广泛关注。由于连续 EEG 的普遍应用,需要使用不易被终端用户察觉的、易于接受的形式因素。在这一发展过程中,可穿戴式 EEG 系统已经从整个头皮发展到了前额,最近又发展到了耳朵。本研究旨在证明新兴的耳 EEG 与已建立的额 EEG 具有相似的阻抗和信号特性。采用睁眼和闭眼 alpha 范式,使用通用耳塞和三个定制电极以及前额电极(Fpx)采集了 10 名健康受试者的 EEG 数据,在进行阻抗分析后进行分析。在 10 Hz 时,入耳式电极的个体间阻抗变异性范围为 20 kΩ 至 25 kΩ。信号质量与 SNR 相当,入耳式电极的 SNR 为 6,前额电极的 SNR 为 8。在所有入耳式电极中,睁眼状态下 alpha 衰减非常显著,且其与前额电极的功率谱密度图结构一致,左、右耳上电极(ELE 和 ERE)与前额电极(Fp1 和 Fp2)之间的 Pearson 相关系数为 0.92。结果表明,从阻抗、信号特性和信息量方面来看,耳内 EEG 是一种对建立额 EEG 不具侵犯性的替代方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a27/8879675/8966de0c855d/sensors-22-01568-g001.jpg

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