Key result
A low-frequency UWB MIMO imaging radar successfully localized multiple subjects behind a wall and continuously monitored heart rate with strong consistency to reference ECG.
Why the study?
Radar-based non-contact vital signs monitoring has value in through-wall applications, but extracting respiration and heartbeat patterns from multiple subjects requires dedicated methods.
UWB MIMO imaging radar with VMD algorithm can effectively localize multiple subjects through a wall and monitor their vital signs with strong consistency to ECG.
May enable through-wall multi-subject vital signs detection; leaves open clinical validation before any practice adoption.
Radar-based non-contact vital signs monitoring has great value in through-wall detection applications. This paper presents the theoretical and experimental study of through-wall respiration and heartbeat pattern extraction from multiple subjects. To detect the vital signs of multiple subjects, we employ a low-frequency ultra-wideband (UWB) multiple-input multiple-output (MIMO) imaging radar and derive the relationship between radar images and vibrations caused by human cardiopulmonary movements. The derivation indicates that MIMO radar imaging with the stepped-frequency continuous-wave (SFCW) improves the signal-to-noise ratio (SNR) critically by the factor of radar channel number times frequency number compared with continuous-wave (CW) Doppler radars. We also apply the three-dimensional (3-D) higher-order cumulant (HOC) to locate multiple subjects and extract the phase sequence of the radar images as the vital signs signal. To monitor the cardiopulmonary activities, we further exploit the VMD algorithm with a proposed grouping criterion to adaptively separate the respiration and heartbeat patterns. A series of experiments have validated the localization and detection of multiple subjects behind a wall. The VMD algorithm is suitable for separating the weaker heartbeat pattern from the stronger respiration pattern by the grouping criterion. Moreover, the continuous monitoring of heart rate (HR) by the MIMO radar in real scenarios shows a strong consistency with the reference electrocardiogram (ECG).
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Li et al. (2021) studied Vital signs monitoring. Low-frequency ultra-wideband (UWB) multiple-input multiple-output (MIMO) imaging radar vs. Continuous-wave (CW) Doppler radars and reference electrocardiogram (ECG) was evaluated on Localization and detection of multiple subjects and continuous monitoring of heart rate. A low-frequency UWB MIMO imaging radar successfully localized multiple subjects behind a wall and continuously monitored heart rate with strong consistency to reference ECG.
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