This invention provides a brain
oxygen signal processing method and device based on endogenous low-frequency oscillations, belonging to the field of computer-aided
design technology. The method includes: S1, preprocessing and concentration conversion of the original
light intensity signal, performing sliding windowing and low-frequency sub-band analysis on the
hemoglobin concentration change
signal to obtain the low-frequency sub-band signal; S2, extracting the
instantaneous phase information and amplitude envelope information of the low-frequency sub-band signal, and determining the amplitude-phase coordination quantity and amplitude envelope coordination quantity; S3, using consistency gating parameters for
joint constraints, constructing a low-
frequency coupling structure matrix, and generating low-
frequency coupling feature parameters; S4, performing quantitative mapping, hierarchical characterization, and confidence output of brain functional states to achieve quantitative characterization of the brain
oxygen signal characteristics of the
current analysis window. This invention models the coordinated change characteristics of multi-channel brain
oxygen signal data in the low-frequency range, determines the coordination and stability of the
spatial distribution of brain oxygen signals, and realizes the output of brain oxygen signal feature labels.