• DocumentCode
    910700
  • Title

    Wiener filter realization for target detection using group delay statistics

  • Author

    Li, Xing ; Bilgutay, Nihat M.

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • Volume
    41
  • Issue
    6
  • fYear
    1993
  • fDate
    6/1/1993 12:00:00 AM
  • Firstpage
    2067
  • Lastpage
    2074
  • Abstract
    Several techniques are demonstrated for Wiener filter realization based on group delay statistics. The theoretical analysis shows that an inverse relationship exists between the frequency-domain signal-to-noise ratio and the group delay moving standard deviation and/or group delay moving entropy. Therefore, an adaptive Wiener filter can be realized without a priori knowledge of the signal and noise spectra. Group delay statistics estimation algorithms are proposed and evaluated by simulation. Experimental data from ultrasonic flaw detection are presented to support the effectiveness of the techniques
  • Keywords
    adaptive filters; entropy; filtering and prediction theory; flaw detection; frequency-domain analysis; signal processing; statistical analysis; ultrasonic materials testing; Wiener filter; estimation algorithms; frequency-domain signal-to-noise ratio; group delay moving entropy; group delay moving standard deviation; group delay statistics; signal processing; target detection; ultrasonic flaw detection; Band pass filters; Delay; Frequency; Nonlinear filters; Object detection; Random processes; Signal processing; Signal to noise ratio; Statistics; Wiener filter;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.218136
  • Filename
    218136