Accurate Through-Wall Breathing Rate Measurements Using a C-Band FMCW Radar

This article introduces a novel approach to through-wall breathing rate (BR) detection using a custom-built C-band frequency-modulated continuous-wave (FMCW) radar. Operating within the 4-6-GHz frequency range, the radar leverages the C-band's ability to penetrate dense barriers, such as 30-cm-...

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Published inIEEE sensors journal Vol. 25; no. 7; pp. 12097 - 12108
Main Authors Rouco, Andre, Pereira, Ana, Filipe Albuquerque, Daniel, Bras, Susana, Pinho, Pedro
Format Journal Article
LanguageEnglish
Published New York IEEE 01.04.2025
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN1530-437X
1558-1748
DOI10.1109/JSEN.2025.3542605

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Abstract This article introduces a novel approach to through-wall breathing rate (BR) detection using a custom-built C-band frequency-modulated continuous-wave (FMCW) radar. Operating within the 4-6-GHz frequency range, the radar leverages the C-band's ability to penetrate dense barriers, such as 30-cm-thick brick and cement walls, with high-resolution capability. Motivated by applications in healthcare and emergency response, this study addresses the need for noninvasive monitoring in scenarios where direct contact is impractical or impossible, such as isolating infectious patients or detecting life in search-and-rescue operations. Unlike traditional methods, this approach incorporates optimized radar settings and an innovative signal processing methodology. This enables accurate measurements without subject movement and allows for real-time applications. Experimental validation involved a diverse dataset of ten subjects, with radar-based BR measurements compared with ground-truth data from the Biopac system. Results demonstrated high accuracy, achieving a mean absolute error (MAE) of 0.07 BPM and a root mean square error (RMSE) of 0.09 BPM. These findings confirm radar robustness in challenging, real-world scenarios, establishing its potential as a cost-effective, reliable solution for through-wall BR monitoring.
AbstractList This article introduces a novel approach to through-wall breathing rate (BR) detection using a custom-built C-band frequency-modulated continuous-wave (FMCW) radar. Operating within the 4-6-GHz frequency range, the radar leverages the C-band's ability to penetrate dense barriers, such as 30-cm-thick brick and cement walls, with high-resolution capability. Motivated by applications in healthcare and emergency response, this study addresses the need for noninvasive monitoring in scenarios where direct contact is impractical or impossible, such as isolating infectious patients or detecting life in search-and-rescue operations. Unlike traditional methods, this approach incorporates optimized radar settings and an innovative signal processing methodology. This enables accurate measurements without subject movement and allows for real-time applications. Experimental validation involved a diverse dataset of ten subjects, with radar-based BR measurements compared with ground-truth data from the Biopac system. Results demonstrated high accuracy, achieving a mean absolute error (MAE) of 0.07 BPM and a root mean square error (RMSE) of 0.09 BPM. These findings confirm radar robustness in challenging, real-world scenarios, establishing its potential as a cost-effective, reliable solution for through-wall BR monitoring.
Author Bras, Susana
Filipe Albuquerque, Daniel
Pereira, Ana
Rouco, Andre
Pinho, Pedro
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SubjectTerms Accuracy
Breathing rate (BR) detection
C band
Cement industry
Clutter
Continuous radiation
Emergency response
Frequency ranges
frequency-modulated continuous-wave (FMCW) radar
Ground truth
Heart rate
Monitoring
noninvasive monitoring
Radar
Radar cross-sections
Radar detection
Real time
Real-time systems
Rescue operations
Root-mean-square errors
Search and rescue missions
Signal processing
Telemedicine
through-wall radar
Ultra wideband radar
Title Accurate Through-Wall Breathing Rate Measurements Using a C-Band FMCW Radar
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