Sleep quality monitoring system and method based on magnetocardiogram
The invention relates to a sleep quality monitoring system and method based on a magnetocardiogram. The monitoring method comprises the steps of S10, collecting magnetocardiogram signals and blood oxygen signals of the sleep time of a target user by means of the monitoring system; S20, performing pr...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention relates to a sleep quality monitoring system and method based on a magnetocardiogram. The monitoring method comprises the steps of S10, collecting magnetocardiogram signals and blood oxygen signals of the sleep time of a target user by means of the monitoring system; S20, performing preprocessing and noise reduction processing on the magnetocardiogram signals, screening available magnetocardiogram signal time periods, and obtaining a middle magnetocardiogram signal; S30, extracting the middle magnetocardiogram signal by adopting a QRS wave detection method and a cardiopulmonary coupling algorithm to obtain a characteristic signal for reflecting the sleep quality of the target user; S40, conducting preprocessing and characteristic value extraction on the blood oxygen signals, and adopting a pre-trained machine learning model for screening a time period capable of reflecting a breathing event of the target user; and S50, based on the characteristic value and the characteristic signal of the blood |
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