Parameter estimation for wavelet transformed ultrasonic signals

التفاصيل البيبلوغرافية
العنوان: Parameter estimation for wavelet transformed ultrasonic signals
المؤلفون: Jung-Wuk Hong, Soonsung Hong, Jongeun Choi, Andrew White
المصدر: NDT & E International. 44:32-40
بيانات النشر: Elsevier BV, 2011.
سنة النشر: 2011
مصطلحات موضوعية: Estimation theory, Covariance matrix, Mechanical Engineering, Ultrasonic testing, Wavelet transform, Covariance, Condensed Matter Physics, Wavelet, Non-linear least squares, Statistics, General Materials Science, Ultrasonic sensor, Algorithm, Mathematics
الوصف: In this paper, we first present a closed-form analytical solution for Wavelet transformed ultrasonic signals, which can be utilized for non-destructive evaluation. A family of wavelet transformed multiple echo ultrasonic signals is parameterized in terms of the closed-form solutions. For the given noisy version of wavelet transformed multiple echoes, the separable nonlinear least squares (SNLS) technique is applied to estimate the associated unknown parameters. For an illustrated example, the Cramer–Rao lower bound (CRLB) of the covariance matrix of the estimated parameters is calculated and compared to the covariance matrix generated by Monte Carlo simulations. The proposed method is applied to two illustrative examples and to actual ultrasonic A-scan data from water-immersion tests to demonstrate its usefulness as an effective non-destructive evaluation technique.
تدمد: 0963-8695
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::cda6533ea5c619a88be8d2f3c77af18e
https://doi.org/10.1016/j.ndteint.2010.09.003
حقوق: CLOSED
رقم الأكسشن: edsair.doi...........cda6533ea5c619a88be8d2f3c77af18e
قاعدة البيانات: OpenAIRE