智能服装用心电图织物电极的性能和信号质量分析

IF 1.9 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Katherine Le, A. Servati, S. Soltanian, P. Servati, F. Ko
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引用次数: 9

摘要

应用于生物信号监测的电子纺织(e-textile)系统对医疗保健行业非常感兴趣,因为它有可能为健康个体和患者提供持续和长期的监测。电子纺织品的大多数发展都集中在新材料和系统上,而没有系统地考虑纤维组件的分层结构在使用过程中如何影响材料的性能和兼容性。本研究探讨了智能胸罩中使用的基于纺织品的心电图电极的稳定性和质量的机制。所获得的生物识别数据的信号质量影响反馈和用户体验,并且可能受到材料的特性和性质的影响。在静态和动态条件下,分析了原始心电信号和心率与纺织电极材料性能的关系。目前,还没有标准化的方法来比较不同电极材料之间的心电信号。在这项研究中,采用了几种方法来比较银基纺织电极和银/氯化银凝胶电极之间的差异。对比方法是对获得的心电信号的视觉观察的补充,作为区分电极材料及其性能的定量手段。从所获得的结果来看,信号质量和心率(HR)检测发现随着皮肤接触的增加而改善,纺织品结构的拉伸和表面阻力降低,特别是在动态/运动测试条件下。结果发现,所比较的纺织电极材料的性能超过了先前为可接受的信号质量建立的心电信号质量阈值,特别是峰度(K bbb50)和Pearson相关系数(r≥0.66)从平均心电波形计算得出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance and Signal Quality Analysis of Electrocardiogram Textile Electrodes for Smart Apparel Applications
Electronic textile (e-textile) systems applied to biological signal monitoring are of great interest to the healthcare industry, given the potential to provide continuous and long-term monitoring of healthy individuals and patients. Most developments in e-textiles have focused on novel materials and systems without systematic considerations into how the hierarchical structure of fibrous assemblies may influence performance and compatibility of the materials during use. This study examines mechanisms underlying the stability and quality of textile-based electrocardiogram (ECG) electrodes used in a smart bra. Signal quality of the biometric data obtained affects feedback and user experience and may be influenced by characteristics and properties of the material. Under stationary and dynamic conditions, analysis of the raw ECG signal and heart rate, with respect to textile-electrode material properties have been performed. Currently, there is no standardized procedure to compare the ECG signal between electrode materials. In this study, several methods have been applied to compare differences between silver-based textile electrodes and silver/silver-chloride gel electrodes. The comparison methods serve to complement visual observations of the ECG signal acquired, as possible quantitative means to differentiate electrode materials and their performance. From the results obtained, signal quality, and heart rate (HR) detection were found to improve with increased skin contact, and textile structures with lower stretch and surface resistance, especially under dynamic/movement test conditions. It was found that the performance of the textile electrode materials compared exceeded ECG signal quality thresholds previously established for acceptable signal quality, specifically for the kurtosis (K > 5), and Pearson correlation coefficients (r ≥ 0.66) taken from average ECG waveforms calculated.
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