• DocumentCode
    1940760
  • Title

    Denoising radar signals using complex wavelet

  • Author

    Wei, Guohua ; Wu, Siliang

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol., China
  • Volume
    1
  • fYear
    2003
  • fDate
    1-4 July 2003
  • Firstpage
    341
  • Abstract
    In this paper, an extended SURE procedure is proposed to denoise radar I/Q orthogonal complex signals with Doppler phase shift using complex wavelet. Waveshrink has proven to be a powerful tool for the problem of signal extraction from noisy data. A key step of the procedure is the selection of the threshold parameter. Donoho and Johnstone propose of the threshold based on a SURE procedure for real signals. In this paper, we first review the minimax threshold selection procedure and then propose to extend the use of SURE procedure for denoising radar signals with complex-valued discrete wavelet transforms. At last, an example is used to show that the extended SURE procedure is an effective method for denoising radar signals.
  • Keywords
    Doppler shift; discrete wavelet transforms; radar signal processing; Doppler phase shift; complex-valued discrete wavelet transform; extended SURE procedure; minimax threshold selection procedure; radar I/Q orthogonal complex signals; radar signal denoising; waveshrink; Equations; Least squares approximation; Least squares methods; Minimax techniques; Noise reduction; Radar applications; Random variables; Wavelet coefficients; Wavelet domain; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
  • Print_ISBN
    0-7803-7946-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2003.1224710
  • Filename
    1224710