Radar target shape recognition using a gated recurrent unit based on RCS time series' statistical features by sliding window segmentation

Abstract The radar cross section (RCS) is an important parameter that reflects the scattering characteristics of radar targets. Based on the monostatic radar RCS time series' statistical features by sliding window segmentation, a novel sliding window‐statistical‐gated recurrent unit (SW‐S‐GRU)...

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Hauptverfasser: Lv Ye, ShengBo Hu, TingTing Yan, Xin Meng, ManQin Zhu, RuiZe Xu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Wiley 2021-12-01
Schriftenreihe:IET Radar, Sonar & Navigation
Schlagworte:
electromagnetic wave scattering
feature extraction
shape recognition
radar target recognition
time series
statistical analysis
Online Zugang:https://doi.org/10.1049/rsn2.12159
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