The invention relates to the technical field of
satellite communication, in particular to a low-
orbit satellite beam self-adaptive acquisition method based on fused double architectures, which comprises the following steps: realizing local
clock calibration by locking a high-
orbit satellite broadcast channel and acquiring a target low-
orbit satellite almanac; a terminal
pose and an array surface
temperature gradient are acquired in real time by using an
inertial measurement unit and a temperature sensor network, and a multi-dimensional physical characteristic
tensor is constructed. Then, inputting the feature
tensor into a nonlinear compensation model integrating multi-scale cavity
convolution and a spatial self-attention mechanism, and reasoning and outputting a phase pre-
distortion matrix; and by executing channel-level
Hadamard product operation of the pre-
distortion matrix and the theoretical pointing matrix, generating a wave control driving matrix and synthesizing a physical receiving wave beam. After a downlink
signal is captured, a real
Doppler frequency shift residual error is extracted, an error
autocorrelation matrix is constructed, and an almanac compensation weight is reversely corrected. According to the invention, through multi-dimensional feature
perception and
algorithm logic
closed loop, robust beam capture is realized.