Intelligent Classification of Spatial Targets Based on RCS Sequences

Using the radar cross section (RCS) sequence of spatial moving targets with different azimuth, elevation angles, and poses, classification of spatial targets are achieved according to their two-dimensional images by deep residual networks. The numerical results show that the two-dimensional radar images can contain sufficient information of the spatial targets and thus exploited by the deep residual networks to achieve good classification.