Key result
A novel heart rate estimation method based on reconstructing the heartbeat second harmonic via millimeter wave radar achieved a mean relative error of 2.924% in experiments with 10 volunteers.
Why the study?
Interference from the second and third harmonics of respiration hinders heart rate estimation accuracy using millimeter wave radar because they overlap with the heartbeat signal frequency.
Does a novel heart rate estimation method based on reconstructing the heartbeat second harmonic via millimeter wave radar improve heart rate estimation accuracy in volunteers?
Does a novel heart rate estimation method based on reconstructing the heartbeat second harmonic via millimeter wave radar improve heart rate estimation accuracy in volunteers?
A novel millimeter wave radar method reconstructing the heartbeat second harmonic provides precise heart rate estimation with a mean relative error of 2.924%.
May support contactless HR monitoring; leaves open validation in clinical populations.
Millimeter wave radar has been extensively exploited in heart rate estimation tasks, but there is still potential for improvement in estimation accuracy. At present, the interference of the second and third harmonics of respiration has become a significant problem that hinders further improvement of heart rate estimation accuracy. To handle this problem, we propose a novel method to estimate heart rate based on reconstructing the heartbeat second harmonic. This method can cleverly solve the problem that the second and third harmonics of respiration overlap with the heartbeat signal frequency and are difficult to be separated. The proposed method is verified by real experiments with ten volunteers, and the results show that the method is capable of providing precise and robust heartbeat estimation. The mean relative error of this method is 2.924%.
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Li et al. (2023) studied Heart rate estimation (n=10). Heart rate estimation method based on reconstructing the heartbeat second harmonic via millimeter wave radar was evaluated on Mean relative error of heart rate estimation. A novel heart rate estimation method based on reconstructing the heartbeat second harmonic via millimeter wave radar achieved a mean relative error of 2.924% in experiments with 10 volunteers.
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