Feature Extraction Using Surrounding-Line Integral Bispectrum for Radar Emitter signal

被引:19
|
作者
Chen, Tao-wei [1 ]
Jin, Wei-dong [2 ]
Li, Jie [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Sichuan, Peoples R China
[2] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Sichuan, Peoples R China
[3] Yunnan Econ & Finance Univ, Sch Informat Sci & Technol, Kunming 650221, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/IJCNN.2008.4633806
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In everchanging threat emitter environment, specific emitter identification (SEI) technology extracts subtle but persistent features from received pulse signal to create a fingerprint unique to a specific radar. Unlike conventional five parameters deinterleaving algorithm, which can be grossly ambiguous for radar emitter sorting, the SEI technology provides hardware specific identification. In this paper, we propose an approach for extracting unintentional phase modulation features caused by oscillator based on surrounding-line integral bispectrum. The quantitative features, i.e. bispectra entropy, waveform entropy and mean of surrounding-tine integrated bispectra, is extracted using entropy-like function to reveal the subtle difference between emitters. Computer simulations show that how the phase-noise-induced signal changes analysis based on bispectrum approach can be used to determine which of emitters transmitted a pulse signal.
引用
收藏
页码:294 / 298
页数:5
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