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
Link To Document :
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