首页|基于多普勒效应的非接触式呼吸探测传感器研究

基于多普勒效应的非接触式呼吸探测传感器研究

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呼吸检测方法最常用的是接触式传感器,长时间佩戴可能导致皮肤红肿或压痛.非接触呼吸探测传感器通过多普勒效应来探测呼吸,是一种非接触探测方法,可以有效解决上述问题.系统包含单片毫米波雷达、STM32微处理器等模块,通过微装工艺组装.雷达发射的FMCW信号与接收信号混频后,通过中值滤波过滤信号噪声,零均值归一化后进行FFT变换和频谱分析计算呼吸频率.测试结果表明,当距离为1.0~2.0 m时,检测30~60 s的呼吸频率准确率可达98.9%,误差值在±1次每分钟以内.倾斜安装,人平躺测试,垂直距离为1.0~1.5 m时,检测10~30 s准确率可达98.2%,检测60 s准确率可达99.1%,误差值在±1次每分钟以内.平躺呼吸检测在同时间同距离情况下的准确率比水平检测的准确率更高.
Research on the non-contact respiratory detection sensor
The most prevalent method for respiration detection is by means of contact sensors. However,when worn for extended periods,these sensors may lead to skin irritation or discomfort. In contrast,non-contact respiration detection sensors utilize the Doppler effect to detect breathing,presenting a non-invasive alternative that effectively resolves these issues. The system encompasses modules such as a single-chip millimeter-wave radar and an STM32 microprocessor,all assembled through microfabrication technology. After the FMCW signal transmitted by the radar is mixed with the received signal,the signal noise is filtered via median filtering. Subsequently,zero-mean normalization is carried out before undergoing FFT transformation and spectrum analysis to calculate the respiratory rate. Test results indicate that when the distance is between 1.0 and 2.0 meters,the accuracy rate of detecting the respiratory rate for 30 to 60 seconds can reach 98.9%,with an error value within±1 time per minute. When installed obliquely,with a person lying flat for testing and a vertical distance of 1.0 to 1.5 meters,the accuracy rate of detecting within 10 to 30 seconds can reach 98.2%,and the accuracy rate of detecting for 60 seconds can reach 99.1%,also with an error value within±1 time per minute. The accuracy rate of supine respiratory detection at the same time and distance is higher than that of horizontal detection.

non-contact respiratory monitoringdoppler effectmillimeter wave radarmedian filteringFFT transformation

邹优敏、俞卫锋、罗恒、蔡端芳、谭友果

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苏州城市学院,江苏 苏州 215000

上海交通大学,上海 200127

苏州科技大学,江苏 苏州 215000

西南医科大学附属自贡医院,四川 自贡 643020

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非接触呼吸检测 多普勒效应 毫米波雷达 中值滤波 FFT变换

自贡市科技计划项目

2023YLWS28

2024

电子元件与材料
中国电子学会 中国电子元件行业协会 国营第715厂(成都宏明电子股份有限公司)

电子元件与材料

CSTPCD北大核心
影响因子:0.491
ISSN:1001-2028
年,卷(期):2024.43(8)
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