材料科学
波形
可穿戴计算机
压电
压力传感器
压电传感器
可穿戴技术
脉搏(音乐)
声学
光电子学
电气工程
电子工程
电压
计算机科学
嵌入式系统
机械工程
工程类
复合材料
物理
作者
Min-Yu Li,Jun Aoyama,Koya Inayoshi,Hedong Zhang
标识
DOI:10.1002/aelm.202400852
摘要
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.
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