• DocumentCode
    479362
  • Title

    B-Spline Wavelet-Based Target Feature Extraction in Wideband Radar

  • Author

    Fan, Ping ; Jing, Zhanrong

  • Author_Institution
    Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xian
  • fYear
    2008
  • fDate
    12-14 Oct. 2008
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    A new approach to wideband radar target feature extraction is proposed. It uses one dimensional B-spline wavelet transform on the target impulse to reduce the amount of data which must be stored for each aspect angle. According to the multiresolution theory, the 3rd B-spline wavelet functions are constructed. Then, the coefficients of approximation signal extracted with the 3rd B-spline wavelet transform are acted as the target feature vectors. The performance of this novel approach is examined through experiments. The results show that it has great capabilities in extracting the target feature and reducing the amount of data for further processing greatly while strongly restrains the effect of additive Gauss white noises.
  • Keywords
    AWGN; approximation theory; feature extraction; radar signal processing; wavelet transforms; B-spline wavelet-based target feature extraction; additive Gauss white noises effect; approximation signal; multiresolution theory; one dimensional B-spline wavelet transform; wideband radar; Data mining; Feature extraction; Filters; Hardware; Polynomials; Radar; Spline; Wavelet analysis; Wavelet transforms; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-2107-7
  • Electronic_ISBN
    978-1-4244-2108-4
  • Type

    conf

  • DOI
    10.1109/WiCom.2008.3055
  • Filename
    4681244