The invention provides a
radar signal anti-interference
processing method and
system based on a space-time attention mechanism. The method comprises the following steps: mapping an original horizontal polarization channel
signal and an original vertical polarization channel
signal into an interference suppression space, and generating a three-dimensional feature
tensor comprising an amplitude component, a polarization
phase difference component and an interference suppression residual component; according to the amplitude component, dividing a
radar observation area into multiple
layers of target blocks in a spatial dimension, and calculating a space-time association weight between adjacent
layers of target blocks through a space-time attention mechanism; and according to the space-
time correlation weight, screening out a plurality of target blocks meeting a preset continuous motion condition, and decoding a
motion mode of the plurality of target blocks by using a long short-
term memory network to generate an anti-interference target trajectory coordinate and a
velocity vector. According to the method, the polarization characteristics and the space-time attention mechanism are fused, the anti-interference effect of
radar signal processing in a strong interference environment is improved, and then the detection precision of the multi-target motion trail is improved.