The application discloses a multi-module degradation unit cooperative correction large-
signal reliability modeling method, comprising the following steps: establishing a compact model topology for a
radio frequency active device, and extracting initial parameters of each element in the compact model topology; based on the initial parameters, analyzing the degradation behavior of key characteristics of the device, and simulating by using the compact model topology to determine sensitive parameters; constructing a correction network, and realizing fast prediction of different sensitivity degrees and drift trends of the sensitive parameters by training the correction network, so as to map a multi-dimensional input vector into a sensitive parameter correction amount; constructing multiple degradation correction modules, each degradation correction module comprising multiple parallel distributed correction networks, so as to cooperatively correct different categories of sensitive parameters, and embedding the output sensitive parameter correction amount into the compact model topology to form a large-
signal reliability model. The method can quickly and accurately realize degradation
simulation and prediction of the large-
signal characteristics of the device, and the realization process is simple and has strong applicability.