• 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