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Sensitivity analysis of wearable textiles for ECG sensing

机译:ECG传感可穿戴纺织品的敏感性分析

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Rapid advances in material science and mobile technology bring the new generation of wearable electrocardiogram (ECG) sensing systems. In particular, sensing textiles have been widely used in cardiac monitoring due to its high flexibility and reusability. Unlike conventional gel electrodes, sensing textiles are non-adhesive, which provide comfortable and stress-free experience. However, the quality of textile-based ECG sensing is more sensitive to external factors (such as sensor placement and contact pressure). There is an urgent need to investigate how the quality of ECG sensing is influenced by these factors and improve the design of wearable textiles. In the literature, little has been reported on the sensitivity analysis of textile-based ECG sensing. In this study, we experimentally investigate the sensitivity of textile-based ECG sensing to four factors, i.e., contact pressure, textile placement, user's activity, and muscle activity. Specifically, ECG signals are collected using sensing textiles under these four factors. Then, heart rate and ECG morphology are characterized from the obtained ECG signals and compared with true signals (obtained from standard gel electrodes). Experimental results show that the quality of textile-based ECG sensing is not sensitive to the contact pressure as long as it is >6N. When the patient is walking, nevertheless, the sensing quality can be strongly influenced by the textile placement. Furthermore, textiles placed on areas with fewer muscles achieve better signal quality. This study shows strong potentials of textile materials for the design of wearable ECG systems to empower smart and connected cardiac health.
机译:材料科学与移动技术的快速进步带来了新一代可穿戴心电图(ECG)传感系统。特别是,由于其高柔韧性和可重用性,感测纺织品已广泛用于心脏监测。与传统的凝胶电极不同,感测纺织品是非粘性的,其提供舒适和无应力的体验。然而,基于纺织的ECG感测的质量对外部因素更敏感(例如传感器放置和接触压力)。迫切需要调查ECG感应质量受这些因素的影响,提高可穿戴纺织品的设计。在文献中,关于基于纺织的ECG感应的敏感性分析很少。在这项研究中,我们通过实验研究了基于纺织品的ECG感测到了四种因素的敏感性,即接触压力,纺织品放置,用户的活动和肌肉活动。具体地,在这四个因素下使用感测纺织品收集ECG信号。然后,心率和ECG形态学由所获得的ECG信号表征并与真实信号(从标准凝胶电极获得)进行比较。实验结果表明,只要其> 6N> 6N,基于纺织品的ECG感测的质量对接触压力不敏感。然而,当患者走路时,感测质量可能受到纺织展示率的强烈影响。此外,纺织品放置在肌肉较少的区域,实现更好的信号质量。本研究表明了纺织材料的强大潜力,用于设计可穿戴ECG系统,以赋予智能和连接的心脏健康。

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