• DocumentCode
    1853242
  • Title

    Identification of aircraft targets based on multifractal spectrum features

  • Author

    Li Qiusheng ; Xie Weixin ; Luo Cheng

  • Author_Institution
    Sch. of Phys. & Electron. Inf., Gannan Normal Univ., Ganzhou, China
  • Volume
    3
  • fYear
    2012
  • fDate
    21-25 Oct. 2012
  • Firstpage
    1821
  • Lastpage
    1824
  • Abstract
    The multifractal spectrum characteristics of return signals from aircraft targets in conventional radars offer a fine description of dynamic characteristics which induce the targets´ echo structure, therefore they can provide a new way for aircraft target identification by conventional radars. On basis of introducing the scattering mechanism of return signals from aircraft targets in conventional radars, the paper analyzed the multifractal characteristics of return signals from aircraft targets, defined several characteristic parameters for multifractal spectrum curves, and discussed their identification mechanism for different types of aircraft targets. The identification experiment results with real recorded echo data showed the multifractal-spectrum-signature-based identification method got an average correct identification rate of more than 97 percent, so the defined characteristic parameters could be used as effective features for aircraft target identification.
  • Keywords
    aircraft; radar signal processing; radar target recognition; scattering; aircraft targets identification; conventional radars; multifractal spectrum features; return signals; scattering mechanism; Feature extraction; Low-resolution radar; Multifractal spectrum; Target identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2012 IEEE 11th International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2164-5221
  • Print_ISBN
    978-1-4673-2196-9
  • Type

    conf

  • DOI
    10.1109/ICoSP.2012.6491934
  • Filename
    6491934