Title :
3B-1 Flaw Detection in Layered Media Based on Parametric Modeling of Overlapping Ultrasonic Echoes
Author :
Hagglund, Fredrik ; Martinsson, Jesper ; Carlson, Johan E.
Author_Institution :
Dept. of Comput. Sci. & Electr. Eng., Lulea Univ. of Technol.
Abstract :
In materials consisting of several thin layers, multiple reflections within the structure give rise to received ultrasonic signals composed of overlapping echoes. In this paper we present a parametric model that can be used to decompose such signals into the individual reflections. We derive a maximum likelihood estimator for the the model parameters, which are then used in a generalized likelihood ratio test (GLRT) to detect flaws in multi-layered structures. We show with simulations how the presence of a thin bonding layer in a three-layer structure can be detected. The probability of detection is shown to be ap96%, for a signal-to-noise ratio (SNR) of 15 dB and a probability of false alarm of 5 %
Keywords :
flaw detection; maximum likelihood estimation; multilayers; ultrasonic materials testing; ultrasonic reflection; flaw detection; generalized likelihood ratio test; maximum likelihood estimator; multilayered structure; multiple reflection; overlapping ultrasonic echoe; parametric modeling; signal-to-noise ratio; thin bonding layer; Bonding; Detectors; Maximum likelihood detection; Maximum likelihood estimation; Nonhomogeneous media; Parametric statistics; Reflection; Signal to noise ratio; Student members; Testing;
Conference_Titel :
Ultrasonics Symposium, 2006. IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
1-4244-0201-8
Electronic_ISBN :
1051-0117
DOI :
10.1109/ULTSYM.2006.47