High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor

Mingxu Xiang, Wu Ren*, Weiming Li, Zhenghui Xue, Xinyue Jiang

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

17 引用 (Scopus)

摘要

The method of using millimeter-wave radar sensors to detect human vital signs, namely respiration and heart rate, has received widespread attention in non-contact monitoring. These sensors are compact, lightweight, and able to sense and detect various scenarios. However, it still faces serious problems of noisy interference in hardware, which leads to a low signal-to-noise ratio (SNR). We used a frequency-modulated continuous wave (FMCW) radar sensor operating at 77 GHz in an office environment to extract the respiration and heart rate of a person accustomed to sitting in a chair. Indeed, the proposed signal processing includes novel impulse denoising operations and the spectral estimation decision method, which are unique in terms of noise reduction and accuracy improvement. In addition, the proposed method provides high-quality, repeatable respiration and heart rates with relative errors of 1.33% and 1.96% on average compared with the reference values measured by a reliable smart bracelet.

源语言英语
文章编号7543
期刊Sensors
22
19
DOI
出版状态已出版 - 10月 2022

指纹

探究 'High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor' 的科研主题。它们共同构成独一无二的指纹。

引用此