A Method of Radar Signal Feature Extraction Based on Fractional Fourier Transform

被引:0
作者
Chen Shiwen [1 ]
Wang Gongming [1 ]
Xing Xiaopeng [1 ]
Huang Jie [1 ]
机构
[1] Informat Engn Univ, PLA Strateg Support Force, Zhengzhou, IIenan, Peoples R China
来源
2019 IEEE 4TH INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP 2019) | 2019年
关键词
fractional fourier transform (FRFT); feature extraction; radar signal;
D O I
10.1109/siprocess.2019.8868749
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Aiming at the main problems in feature extraction of new radar signals, a method of feature extraction based on Fractional Fourier Transform is proposed in this paper. By using the difference of waveforms of different signals in fractional domain, four groups of improved resemblance coefficients are extracted to form joint eigenvectors to realize automatic sorting and recognition of radar signals. The simulation results show that the extracted improved resemblance coefficient features have better separation of different classes and better anti-noise performance. When the signal-to-noise ratio is 4 dB, the overall average recognition rate of six radar signals reaches 96.3%.
引用
收藏
页码:583 / 587
页数:5
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