Wearable PZT Piezoelectric Sensor Device for Accurate Arterial Pressure Pulse Waveform Measurement

IF 5.3 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Minyu Li, Jun Aoyama, Koya Inayoshi, Hedong Zhang
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Abstract

Accurate, non-invasive, and wearable measurement of arterial pressure pulse waveforms is crucial for cardiovascular healthcare, yet remains challenging due to the lack of effective sensors and mounting methods. This study introduces highly sensitive, flexible PZT piezoelectric sensors and an optimized mounting method for accurate radial pulse waveform measurement in natural wrist positions. The sensors incorporate a PZT thin film directly fabricated on a flexible substrate with easily produced parallel-plate electrodes, requiring no poling treatment. The high-quality PZT films exhibit low charge leakage, enabling measurement even at 1 Hz. To ensure comfort and accuracy, a foam pad is used for optimal sensor mounting and investigate how its stress–strain properties affect pulse detection. The optimized sensor device captures waveforms closely matching those from a high-accuracy capacitive force sensor. Despite smaller size and lower mounting load, the sensors show four times the sensitivity of polyvinylidene fluoride sensors and successfully detect age-related changes in waveforms. Additionally, a deep learning model is developed to enable calibration-free conversion of sensor signals to blood pressure (BP), achieving a mean absolute error of 5.82 and 4.60 mmHg for systolic and diastolic BP. These results highlight the potential of this technology for effective cardiovascular monitoring in daily life.

Abstract Image

精确测量动脉压力脉冲波形的可穿戴PZT压电传感器装置
准确、无创、可穿戴的动脉压力脉冲波形测量对于心血管健康至关重要,但由于缺乏有效的传感器和安装方法,仍然具有挑战性。本研究介绍了高灵敏度、柔性PZT压电传感器和一种优化的安装方法,用于精确测量腕部自然位置的径向脉冲波形。该传感器采用直接在柔性衬底上制造的PZT薄膜,具有易于生产的平行板电极,无需极化处理。高质量的PZT薄膜表现出低电荷泄漏,即使在1hz下也能进行测量。为了确保舒适性和准确性,使用泡沫垫进行最佳传感器安装,并研究其应力-应变特性如何影响脉冲检测。优化后的传感器设备捕获的波形与高精度电容式力传感器的波形非常匹配。尽管尺寸更小,安装负载更低,但传感器的灵敏度是聚偏二氟乙烯传感器的四倍,并成功检测到与年龄相关的波形变化。此外,研究人员还开发了一个深度学习模型,使传感器信号无需校准即可转换为血压(BP),从而实现收缩压和舒张压的平均绝对误差分别为5.82和4.60 mmHg。这些结果突出了这项技术在日常生活中有效监测心血管的潜力。
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来源期刊
Advanced Electronic Materials
Advanced Electronic Materials NANOSCIENCE & NANOTECHNOLOGYMATERIALS SCIE-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
11.00
自引率
3.20%
发文量
433
期刊介绍: Advanced Electronic Materials is an interdisciplinary forum for peer-reviewed, high-quality, high-impact research in the fields of materials science, physics, and engineering of electronic and magnetic materials. It includes research on physics and physical properties of electronic and magnetic materials, spintronics, electronics, device physics and engineering, micro- and nano-electromechanical systems, and organic electronics, in addition to fundamental research.
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