Key result
A multi-level coarse-to-fine method using 60 GHz frequency-modulated continuous-wave radar achieved superior heartbeat rate estimation accuracy compared to state-of-the-art methods under low SNR.
Why the study?
Detection and estimation of non-contact radar heartbeat signals in practical applications is seriously disturbed by noise and respiration harmonics.
A novel multi-level coarse-to-fine method using 60 GHz radar improves the accuracy of non-contact heart rate estimation under low signal-to-noise ratio conditions.
May aid non-contact monitoring in low-SNR settings; leaves open clinical validation.
Radar has been shown potentially to be used for non‐contact sensing of biosignals in a more comfortable and easier way than wearable and contact devices. By detecting and extracting body motions linked to physiological activities, accurate estimation of the heart rate is possible. However, the detection and estimation of heartbeat signal in practical applications is disturbed seriously by noise and respiration harmonic signal. In this study, a multi‐level coarse‐to‐fine method is proposed for heartbeat rate (HR) estimation with a frequency‐modulated continuous‐wave radar operating at 60 GHz utilised to extract the heartbeat information of human body under low signal‐to‐noise ratio conditions. First, the frequencies, which are likely to be the HR, are extracted in the coarse estimation part. Then, evaluations about the extracted frequencies are conducted in the fine estimation part. Finally, the multiple signal classification algorithm is utilised to separate the HR frequency from the respiration harmonics, which solves the frequency resolution issue caused by the observation window size, and achieves high accuracy estimation of HR. The experiments on measured data demonstrate the effectiveness of the proposed method. Compared with the state of the art, the proposed method has superiority in terms of estimation accuracy of HR.
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Zhang et al. (2021) studied Heart rate estimation. Multi-level coarse-to-fine method using 60 GHz frequency-modulated continuous-wave radar vs. State of the art methods was evaluated on Heartbeat rate estimation accuracy. A multi-level coarse-to-fine method using 60 GHz frequency-modulated continuous-wave radar achieved superior heartbeat rate estimation accuracy compared to state-of-the-art methods under low SNR.
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