Neurorehabilitation Systems, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, 9260 Aalborg, Denmark.
School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK.
Sensors (Basel). 2023 Jan 18;23(3):1113. doi: 10.3390/s23031113.
Recording electrical muscle activity using a dense matrix of detection points (high-density electromyography, EMG) is of interest in a range of different applications, from human-machine interfacing to rehabilitation and clinical assessment. The wider application of high-density EMG is, however, limited as the clinical interfaces are not convenient for practical use (e.g., require conductive gel/cream). In the present study, we describe a novel dry electrode (TEX) in which the matrix of sensing pads is screen printed on textile and then coated with a soft polymer to ensure good skin-electrode contact. To benchmark the novel solution, an identical electrode was produced using state-of-the-art technology (polyethylene terephthalate with hydrogel, PET) and a process that ensured a high-quality sample. The two electrodes were then compared in terms of signal quality as well as functional application. The tests showed that the signals collected using PET and TEX were characterised by similar spectra, magnitude, spatial distribution and signal-to-noise ratio. The electrodes were used by seven healthy subjects and an amputee participant to recognise seven hand gestures, leading to similar performance during offline analysis and online control. The comprehensive assessment, therefore, demonstrated that the proposed textile interface is an attractive solution for practical applications.
使用密集检测点矩阵(高密度肌电图,EMG)记录肌肉电活动在从人机交互到康复和临床评估的一系列不同应用中都很有意义。然而,由于临床接口不方便实际使用(例如,需要导电凝胶/乳膏),高密度 EMG 的更广泛应用受到限制。在本研究中,我们描述了一种新型的干电极(TEX),其中传感器垫矩阵通过丝网印刷在纺织品上,然后用软聚合物覆盖,以确保良好的皮肤-电极接触。为了基准测试该新型解决方案,使用最先进的技术(带有水凝胶的聚对苯二甲酸乙二醇酯,PET)和确保高质量样本的工艺生产了一个相同的电极。然后,这两个电极在信号质量以及功能应用方面进行了比较。测试表明,使用 PET 和 TEX 收集的信号具有相似的频谱、幅度、空间分布和信噪比。七个健康受试者和一个截肢参与者使用这些电极来识别七个手势,离线分析和在线控制的性能相似。因此,全面评估表明,所提出的纺织界面是实用应用的有吸引力的解决方案。