The invention relates to the technical field of auxiliary
medical treatment, in particular to an
oxygen generator on-demand pulse
oxygen supply control method based on respiratory
rhythm perception, and the method comprises the steps: obtaining a plurality of
respiratory pressure sequences, and dividing the
respiratory pressure sequences into an expiratory phase and an end-expiratory transition section; determining a
signal confidence coefficient according to the performance of the expiratory phase and the end-expiratory transition section in the
respiratory pressure sequence; a regularization item of physiological rationality constraint is introduced into the regression
loss function, and
time sequence smooth constraint is applied to a model
cell state updating process to obtain an optimized respiratory
rhythm prediction model; taking the three-dimensional
feature vector as input data of a respiratory
rhythm prediction model to obtain an end-expiratory stationary section duration ratio of a next
respiratory cycle; and determining a pre-judgment
window period from the beginning of inspiration according to the duration proportion of the end-expiratory stationary section of the next
respiratory cycle, and controlling pulse
oxygen supply of the oxygen generator by taking the pre-judgment
window period as a pulse trigger
countdown parameter of the oxygen generator, thereby realizing accurate synchronization of the
oxygen supply action and the inspiration action.