The application relates to a
satellite mobile communication antenna adaptive beam prediction and control method, which comprises the following steps: collecting motion data of a user terminal,
signal state data of a
satellite antenna receiving end,
satellite star-ground attitude data and ground environmental interference data, and
processing to obtain a multi-
source data set; based on the geometric correlation characteristics,
gain correlation characteristics, sidelobe correlation characteristics and
array element phase correlation characteristics of the multi-
source data set and beam parameters, an associated matrix is constructed, the associated matrix is spliced with the multi-
source data set, and a complete input
feature set is obtained; a beam prediction model is constructed, and training and
verification are performed; the beam prediction model output is converted into a
control signal to drive the
antenna array element adjustment, and based on the link
signal-to-
noise ratio, the
bit error rate and the
throughput collected by the user terminal, the
model parameters are corrected, and the beam is split / combined. The application can improve the beam parameter prediction accuracy and environmental adaptability, suppress interference, optimize
resource allocation, and guarantee stable and efficient satellite communication in a high dynamic complex environment.