Comparison of Satellite Target Recognition Methods
Yunze Zhang, Yonghua He, Yonggang Li · 2022 IEEE 10th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) · 2022
The structure of space targets is usually simple and symmetrical. For some simple space targets, such as spheres and cylinders, the analytical expression of the variation of radar cross section (RCS) with attitude angle can be obtained. Taking the RCS time series of satellite targets as a random process and extracting its statistical characteristics can realize the recognition of space targets. In view of this idea, the satellite target recognition comparison is proposed, the system is designed to realize the automatic processing of the satellite target RCS data simulated by FEKO software, and the recognition comparison of different satellite data is carried out to verify the recognition effect of satellite targets under different classifiers.