The invention discloses a
wearable sensing system and a respiratory wave generation and
respiratory rate estimation method thereof, relates to the field of respiratory
processing, solves the problem that respiratory
waves and respiratory rates cannot be accurately analyzed based on electrocardiograms, and comprises a
data processing module, a stacking
convolution module, a respiratory discrimination module, a
signal demodulation module and a data calculation module. The
data processing module is used for performing initial
processing on an electrocardiogram of a person to be detected; the stack
convolution module is used for performing stack
convolution on the
voltage intensity sequence of the heart of the to-be-detected person and the convolution kernels in different convolution
layers to obtain a respiratory wave sequence of the to-be-detected person; the
respiration discrimination module is used for discriminating a
respiration wave sequence of a person to be detected; the
signal demodulation module is used for carrying out
signal demodulation on the respiratory wave of the person to be detected to obtain a final respiratory wave; and the data calculation module is used for calculating the
respiratory rate of the to-be-detected person. According to the invention, accurate analysis of the respiratory wave and the
respiratory rate based on the electrocardiogram is realized.