DocumentCode
2477558
Title
P2D-6 Efficiency and Sensitivity Analysis of Chirplet Signal Decomposition for Ultrasonic NDE Applications
Author
Lu, Yufeng ; Demirli, Ramazan ; Saniie, Jafar
Author_Institution
Illinois Inst. of Technol., Chicago
fYear
2007
fDate
28-31 Oct. 2007
Firstpage
1590
Lastpage
1593
Abstract
In this investigation, a chirplet signal decomposition algorithm has been studied by decomposing highly convoluted ultrasonic signals into a linear expansion of chirplets, and successively estimates all the echo parameters. The efficiency of the algorithm is essential for real-time NDE applications. Therefore, we have evaluated the estimation efficiency and the behavior of the chirplet parameters and their influence on the reconstruction error. The sensitivity analysis of chirplet parameters confirms the successive order for parameter estimation developed by the mathematical analysis of the algorithm. Moreover, a fast implementation of the chirplet signal decomposition algorithm is presented. The performance of the algorithm is evaluated in order to characterize the ultrasonic echoes backscattered from reverberant multilayered materials. Through extensive experimental studies, we have shown that the reverberation model of thin layers coupled with the chirplet signal decomposition allows for a very accurate estimation of transmission and reflection coefficients of each layer and also leads to an accurate estimation of the thickness of the layers by an order of magnitude beyond the resolution of the ultrasonic measuring system.
Keywords
acoustic signal processing; echo; reverberation; ultrasonic imaging; ultrasonic materials testing; chirplet signal decomposition; highly convoluted ultrasonic signals; parameter estimation; reverberant multilayered materials; reverberation model; ultrasonic NDE application; ultrasonic echoes; ultrasonic measuring system; Chirp; Couplings; Mathematical analysis; Parameter estimation; Reflection; Reverberation; Sensitivity analysis; Signal resolution; Thickness measurement; Ultrasonic variables measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrasonics Symposium, 2007. IEEE
Conference_Location
New York, NY
ISSN
1051-0117
Print_ISBN
978-1-4244-1384-3
Electronic_ISBN
1051-0117
Type
conf
DOI
10.1109/ULTSYM.2007.400
Filename
4409973
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