This invention discloses a
signal intelligent control method and
system for a multi-interface
microcontroller, relating to the field of
intelligent interface scheduling technology. It includes: S1: Setting a corresponding interface resource configuration template according to the
operational requirements of each test mode, and obtaining the conversion probability corresponding to each candidate module through a mode prediction model, generating a corresponding switching request; S2: Managing the switching
data stream corresponding to the switching request through a dual-
active data buffer, and simultaneously performing multiple verifications on the first frame data in the switching
data stream through set real-
time data verification points; S3: Setting a corresponding digital twin model according to the interface resource configuration template corresponding to the target mode, obtaining the expected KPI value, and performing adaptive parameter adjustment based on the comparison result between the expected KPI value and the actual KPI data. This invention can predict upcoming test mode transitions in advance and generate pre-
scheduling instructions, pre-allocating and preparing interface resources for the target mode.