The invention discloses a method for improving
transformer area
crosstalk of HPLC (
High Performance Liquid Chromatography) and
micropower wireless dual-mode communication, which comprises the following steps of: S1, electrifying an acquisition
terminal equipment node, and aligning
signal acquisition time windows of two communication
modes; s2, combining the obtained dual-mode
signal parameters with a preset
transformer area topology
database to generate feature vectors of multi-dimensional features; s3, training to generate a
random forest model, inputting feature vectors of multi-dimensional features, dynamically calculating the affiliation
weight value of the
transformer area, and carrying out nonlinear weighted calculation on the feature vectors; and S4, on the basis of weight comparison and transformer area boundary node
processing, correcting measurement errors by combining the transformer area attribution
weight value with a preset impedance shielding
compensation algorithm, generating a unique transformer area identifier, locking a networking relationship, and executing transformer area attribution judgment. According to the method, the wide coverage
advantage of HPLC is reserved, meanwhile, the space attenuation characteristic of
wireless communication is used for achieving accurate recognition of the transformer area boundary, and the installation and acquisition stability of the use and acquisition
terminal equipment can be improved.