DocumentCode :
2002688
Title :
Applications of time-frequency distributions for ultrasonic flaw detection
Author :
Oruklu, Erdal ; Aslan, Semih ; Saniie, Jafar
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
fYear :
2009
fDate :
20-23 Sept. 2009
Firstpage :
2000
Lastpage :
2003
Abstract :
In this study, we have examined time-frequency distributions Gabor transform, Wigner-Ville distribution, Choi-Williams distribution and Wavelet transform for improved flaw detection performance in ultrasonic nondestructive testing applications. A new methodology is presented with respect each T/F distribution methods, with necessary steps to achieve maximum flaw echo visibility enhancement. This methodology describes i) mapping ultrasonic signal to T/F domain, ii) projection from T/F representation back to time domain, iii) interpretation of the signal using order statistics. These steps include choosing the optimal time and frequency window sizes (based on Heisenberg principle), and the appropriate post-processing detection method to minimize the effect of null-observations. To demonstrate the validity of the methods, we discuss and draw an analogy between T/F distributions and the conventional Split-Spectrum Processing flaw detection method. The analytical and experimental studies verify the feasibility of the T/F techniques for NDE applications.
Keywords :
Gabor filters; acoustic signal processing; time-frequency analysis; ultrasonic materials testing; wavelet transforms; Choi-Williams distribution; Gabor transform; Wavelet transform; Wigner-Ville distribution; split spectrum processing flaw detection method; time-frequency distribution applications; time-frequency representation projection; ultrasonic flaw detection; ultrasonic nondestructive testing; ultrasonic signal mapping; Application software; Attenuation; Interference; Nondestructive testing; Rayleigh scattering; Signal mapping; Statistical distributions; Time frequency analysis; Wavelet analysis; Wavelet transforms; Flaw detection; Gabor Transform; NDT; Time/Frequency distribution; Wavelet Transform; WignerVille Distribution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
ISSN :
1948-5719
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
Type :
conf
DOI :
10.1109/ULTSYM.2009.5441911
Filename :
5441911
Link To Document :
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