Intelligent Classification of Spatial Targets Based on RCS Sequences
Liang Zhang, Bowen Xue, Yangbo Zhou, Yunchuan Wang, Xiao‐Min Pan · 2023
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.