Key result
The proposed peak detection algorithm for Doppler radar sensors achieved a mean accuracy of 96.78% compared to a reference ECG sensor, but could not obtain sufficient information for HRV analysis.
Why the study?
Vital signs obtained remotely from Doppler radar sensors do not show clear peaks like ECG due to radar operating characteristics, requiring an accurate peak detection method.
A novel peak detection algorithm for Doppler radar sensors accurately detects heart rate but is insufficient for heart rate variability analysis.
May enable non-contact heart rate monitoring; leaves open utility for HRV analysis.
An accurate method for detecting vital signs obtained from a Doppler radar sensor is proposed. A Doppler radar sensor can remotely obtain vital signs such as heartbeat and respiration rate, but the vital signs obtained by using the sensor do not show clear peaks like in electrocardiography (ECG) because of the operating characteristics of the radar. The proposed peak detection algorithm extracts the vital signs from the raw data. The algorithm shows the mean accuracy of 96.78% compared to the peak count from the reference ECG sensor and a processing time approximately two times faster than the gradient-based algorithm. To verify whether heart rate variability (HRV) analysis similar to that with an ECG sensor is possible for a radar sensor when applying the proposed method, the continuous parameter variations of the HRV in the time domain are analyzed using data processed with the proposed peak detection algorithm. Experimental results with six subjects show that the proposed method can obtain the heart rate with high accuracy but cannot obtain the information for an HRV analysis because the proposed method cannot overcome the characteristics of the radar sensor itself.
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Kim et al. (2019) studied this question. Proposed peak detection algorithm for Doppler radar sensor vs. Reference ECG sensor was evaluated on Mean accuracy of peak detection compared to reference ECG sensor. The proposed peak detection algorithm for Doppler radar sensors achieved a mean accuracy of 96.78% compared to a reference ECG sensor, but could not obtain sufficient information for HRV analysis.
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