基于织物的低频RC滤波器在心电信号中的降噪研究

IF 4.4 4区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Nada Al-azzawi, Irem Yunculer, Kadir Ozlem, Munire Sibel Cetin, Asli Tuncay Atalay, Ozgur Atalay, Gökhan Ince
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引用次数: 0

摘要

过去十年来,电子纺织品的进步极大地改变了可穿戴技术领域,最近的发展导致了一系列基于纺织品的传感和驱动系统的生产。除了传感器和执行器之外,基于纺织品的技术还可以受益于在纺织框架内集成其他电子解决方案。一种这样的解决方案是滤波,这主要是在电子纺织品的高频应用背景下进行的探索。相比之下,低频滤波在文献中受到的关注有限。本研究探讨了低频基于纺织品的电阻-电容器(RC)滤波器的设计和制造,强调了其耐磨性的潜力。探讨了各种材料和几何结构的滤波器的电阻和电容组件,评估其性能方面的频率响应。此外,这些过滤器与基于纺织品的电极集成,并在静态和动态活动期间在心电图(ECG)应用的背景下,以约100 Hz的截止频率评估其过滤效果。结果表明,基于纺织品的滤波器可以作为传统电子滤波器的可行替代品,在噪声抑制方面表现出相当的性能,在静态活动时信噪比(SNR)提高了25 dB,在动态活动时提高了11 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Textile-based Low-frequency RC Filter for Noise Reduction in ECG signals

Textile-based Low-frequency RC Filter for Noise Reduction in ECG signals

Advancements in electronic textiles over the past decade have significantly transformed the field of wearable technology, with recent developments leading to the production of a wide array of textile-based sensing and actuation systems. Beyond sensors and actuators, textile-based technologies can benefit from the integration of additional electronic solutions within the framework of textilization. One such solution is filtering, which has primarily been explored in the context of high-frequency applications in e-textiles. In contrast, low-frequency filtering has received limited attention in the literature. This study investigates the design and fabrication of low-frequency textile-based Resistor–Capacitor (RC) filters, emphasizing their potential for wearability. Various materials and geometric configurations are explored for the resistive and capacitive components of the filter, evaluating their performance in terms of frequency response. Additionally, these filters are integrated with textile-based electrodes and assess their filtering efficacy at a cutoff frequency of approximately 100 Hz within the context of an electrocardiogram (ECG) application during both static and dynamic activities. The results demonstrate that textile-based filters can serve as viable alternatives to conventional electronic filters, exhibiting comparable performance in noise suppression, as evidenced by signal-to-noise ratio (SNR) improvements of 25 dB during static activities and 11 dB during dynamic activities.

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来源期刊
Global Challenges
Global Challenges MULTIDISCIPLINARY SCIENCES-
CiteScore
8.70
自引率
0.00%
发文量
79
审稿时长
16 weeks
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