• 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