DocumentCode :
2889237
Title :
Micro-Doppler extraction from ballistic missile radar returns using time-frequency analysis
Author :
Liu, Lihua ; McLernon, Des ; Ghogho, Mounir ; Hu, Weidong
Author_Institution :
ATR Key Lab., Nat. Univ. of Defence Technol., Changsha, China
fYear :
2010
fDate :
19-22 Sept. 2010
Firstpage :
780
Lastpage :
784
Abstract :
The spinning motion of a ballistic missile (BM) induces periodic frequency modulations on the returned radar signal. This micro-Doppler modulation frequency is a stable and unique parameter in radar target recognition. This paper first establishes the radar signal model of the spinning missile during flight, and then extracts the micro-Doppler modulation frequency through analysis of the periodic structure of the resulting spectrogram (short time Fourier Transform (STFT)) - i.e., the time-frequency distribution (TFD). In order to be used for BM target recognition we implemented a data-dependent optimal window length for the STFT. We treated the resultant TFD as an image and then used the 2-D DFT/FFT for feature extraction. Experimental results illustrate the validity of the proposed method.
Keywords :
Doppler radar; Fourier transforms; ballistics; feature extraction; military radar; missiles; radar signal processing; radar target recognition; BM target recognition; STFT; TFD; ballistic missile radar; data-dependent optimal window length; feature extraction; microDoppler extraction; microDoppler modulation frequency; periodic frequency modulations; periodic structure; radar signal model; radar target recognition; returned radar signal; short time Fourier transform; spectrogram; spinning missile; spinning motion; time-frequency analysis; time-frequency distribution; Discrete Fourier transforms; Frequency modulation; Missiles; Radar; Scattering; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems (ISWCS), 2010 7th International Symposium on
Conference_Location :
York
ISSN :
2154-0217
Print_ISBN :
978-1-4244-6315-2
Type :
conf
DOI :
10.1109/ISWCS.2010.5624266
Filename :
5624266
Link To Document :
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