The invention provides a non-inductive
blood pressure continuous monitoring method and device based on single calibration and a storage medium, and the method comprises the steps: in an equipment calibration stage, in a measurement period of a pressurized
sphygmomanometer, obtaining a
human body monitoring
signal; calculating periodic intensities of signals at different monitoring distance units based on the
human body monitoring signals, and determining a target monitoring position; continuously acquiring
human body monitoring signals corresponding to the target monitoring position, extracting
phase change signals from the human body monitoring signals, further extracting
pulse wave signals, and inputting the signals into a
blood vessel feature extraction network to obtain
blood vessel feature parameters; in the independent monitoring stage, continuously acquiring a human body monitoring
signal corresponding to the target monitoring position; and segmenting the human body monitoring
signal of the target monitoring position into multiple groups of signal segments in parallel, and inputting the signal segments and the
blood vessel characteristic parameters into a pre-trained
blood pressure prediction model to obtain a
time sequence prediction result representing the systolic pressure and the diastolic pressure of the blood vessel. According to the invention, nighttime non-inductive
blood pressure measurement can be realized, and meanwhile, the accuracy and robustness of nighttime blood pressure continuous tracking are improved.