mBP: A Comfortable and Continuous Blood Pressure Monitoring Method by Fusing Millimeter Wave and Micro-Pressure Wave

Comfortable, continuous, and accurate blood pressure monitoring is becoming increasingly important. However, traditional blood pressure measurement methods cannot simultaneously meet both comfort and accuracy requirements and are thus not suitable. This paper combines millimeter-wave radar sensing technology and micro-pressure technology to develop a system prototype, designs a pulse wave recovery algorithm, and a pressure wave, pulse wave bimodal fusion network, ultimately achieving accurate and comfortable blood pressure measurement. The standard deviation (STD) error for Systolic Blood Pressure (SBP) is 4.36 mmHg, with a mean error (ME) of 0.27 mmHg, and for Diastolic Blood Pressure (DBP), the STD error is 3.43 mmHg, with a ME of 0.25 mmHg. These results meet the FDA's AAMI standards.

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Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1109/ichih63459.2024.11064736
Primary Topic
Non-Invasive Vital Sign Monitoring
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article
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article

mBP: A Comfortable and Continuous Blood Pressure Monitoring Method by Fusing Millimeter Wave and Micro-Pressure Wave

Anfu Zhou, Huadóng Ma, Zixin Zheng, Bao Junjie et al.
Non-Invasive Vital Sign Monitoring
article

mBP: A Comfortable and Continuous Blood Pressure Monitoring Method by Fusing Millimeter Wave and Micro-Pressure Wave

Anfu Zhou, Huadóng Ma, Zixin Zheng, Bao Junjie, Yiwen Huang, Rui Lyu
article en

Abstract

Comfortable, continuous, and accurate blood pressure monitoring is becoming increasingly important. However, traditional blood pressure measurement methods cannot simultaneously meet both comfort and accuracy requirements and are thus not suitable. This paper combines millimeter-wave radar sensing technology and micro-pressure technology to develop a system prototype, designs a pulse wave recovery algorithm, and a pressure wave, pulse wave bimodal fusion network, ultimately achieving accurate and comfortable blood pressure measurement. The standard deviation (STD) error for Systolic Blood Pressure (SBP) is 4.36 mmHg, with a mean error (ME) of 0.27 mmHg, and for Diastolic Blood Pressure (DBP), the STD error is 3.43 mmHg, with a ME of 0.25 mmHg. These results meet the FDA's AAMI standards.

Beijing University of Posts and Telecommunications (CN)
Openalex Percentile: Top 74%
Non-Invasive Vital Sign Monitoring
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mBP: A Comfortable and Continuous Blood Pressure Monitoring Method by Fusing Millimeter Wave and Micro-Pressure Wave — Anfu Zhou, Huadóng Ma, et al. · (2024) | TGRS Research Map | TGRS