The invention relates to the related technical field of
antenna calibration, in particular to a phased-array
antenna calibration method and
system, and the method comprises the steps: building a three-dimensional near-
field calibration reference, and simulating an initial error matrix; wave beam pointing deviation is determined through grouped excitation, and space angle error components are matched; generating a dynamic calibration weight matrix; and deploying distributed calibration nodes, and carrying out mutual
coupling effect bias measurement and calibration decision. The technical problems that a static compensation coefficient is difficult to adapt to a dynamic working condition, thermal drift, mechanical deformation and
electromagnetic interference cannot be effectively separated, and the stability of a
communication link is influenced are solved, an initial error matrix is prepared by establishing a three-dimensional near-
field calibration reference and combining
phase difference and amplitude errors, collaborative optimization of grouped excitation and angle errors is carried out, and the stability of the
communication link is improved. And in combination with the least square method and the deep separable
convolutional neural network, environment disturbance is effectively separated and dynamically compensated, distributed calibration nodes are deployed, the mutual
coupling calibration efficiency between array elements is improved, and the technical effect of influencing the stability of a
communication link is further guaranteed.