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A Testbed for the Development and Validation of Contactless Vital Signs Monitoring Systems.
Zaid Farooq Pitafi1, He Yang1, Jiayu Chen1
1School of Electrical & Computer Engineering, University of Georgia, Athens, GA 30602, USA.
A new programmable testbed generates realistic heart rate (HR) and respiratory rate (RR) signals for contactless vital signs monitoring. This system enhances understanding of cardiorespiratory vibration dynamics and validates algorithms for extreme physiological ranges.
Area of Science:
- Biomedical Engineering
- Physiological Monitoring
- Vibration Dynamics
Background:
- Contactless vital signs monitoring (heart rate, respiratory rate) using vibration sensors is promising but limited by data from healthy subjects.
- Existing systems struggle with extreme physiological ranges (infants, arrhythmia) and lack understanding of cardiorespiratory vibration mechanisms.
Purpose of the Study:
- To develop a programmable cardiorespiratory testbed for generating realistic vital sign signals across wide physiological ranges.
- To improve understanding of cardiorespiratory vibration dynamics.
- To enable robust algorithm development for non-invasive vital signs monitoring.
Main Methods:
- A programmable cardiorespiratory testbed using a voice coil motor and Raspberry Pi control circuit was developed.
- The system generates both heart rate (HR: 40-240 bpm) and respiratory rate (RR: 8-40 bpm) signals from a single vibration source.
- Signal processing algorithms were designed and tested using the synthetic data.
Main Results:
- Synthetic cardiorespiratory signals showed a strong correlation (0.85) with data from 75 human subjects.
- The developed algorithms demonstrated robustness for vital signs monitoring across extreme physiological ranges.
- The testbed facilitated enhanced understanding of cardiorespiratory vibration dynamics.
Conclusions:
- The programmable cardiorespiratory testbed effectively generates realistic vital sign signals for research and development.
- This system accelerates the collection of diverse physiological data, crucial for advancing contactless monitoring technologies.
- The findings support the clinical adoption of vibration-based vital signs monitoring systems.
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