• DocumentCode
    1938024
  • Title

    Radar Target Recognition Based on Micro-Doppler Effect

  • Author

    Sun, Huixia ; Liu, Zheng ; Lin, Qing

  • Author_Institution
    Nat. Lab of Radar Signal Process., Xidian Univ., Xi´´an
  • Volume
    3
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    Micro-Doppler effect is of great potential for radar target recognition since the micro-dynamics of structures on the target can be detected with it. The recognition process includes time-frequency analysis of the returned radar signal, feature extraction from time-frequency distribution images, and classification according to the feature set. In this paper, the time-frequency distribution images of four different types of micro-dynamics, which are vibration, rotation, coning and tumbling, are given and analyzed first. Then a method is proposed for feature extraction from time-frequency distribution images of micro-Doppler dynamics. Simulated experimental results have shown that high classification performances for different classifiers have been achieved
  • Keywords
    Doppler radar; feature extraction; image classification; radar imaging; time-frequency analysis; feature extraction; micro-Doppler effect; radar target recognition; time-frequency analysis; time-frequency distribution images; Data mining; Feature extraction; Helicopters; Mathematical model; Radar imaging; Radar scattering; Radar signal processing; Target recognition; Time frequency analysis; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345895
  • Filename
    4129192