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