DocumentCode
381088
Title
Fusion of multi-frequency eddy current signals-by using wavelet analysis method
Author
Li, Lingqi ; Tsukada, Kazuhiko ; Hanasaki, Koichi ; Liu, Zheng
Author_Institution
Earth Resources Eng. Dept., Kyoto Univ., Japan
Volume
1
fYear
2002
fDate
8-11 July 2002
Firstpage
108
Abstract
This paper presents a novel scheme to fuse one-dimensional multi-frequency eddy current signals by using multiresolution discrete wavelet analysis method. This technique consists of three steps. First, raw signals are preprocessed and decomposed into approximations and details at different resolution levels. The discrete wavelet transform is adopted at this stage. Then, several fusion processes are implemented in the coefficients domain. Finally, the inverse discrete wavelet transform is achieved to get the fusion result. In this technique, we develop a new mask-signal-modulated fusion algorithm to fuse in coefficients domain. It is performed and compared with other fusion methods based on the criteria of signal-to-noise ratio of the fused result. From our experiments, it demonstrates a better performance and shows a promising application on the two-dimensional multi-frequency eddy current signals.
Keywords
discrete wavelet transforms; eddy current testing; nondestructive testing; sensor fusion; coefficients domain; data fusion; discrete wavelet transform; inverse discrete wavelet transform; mask-signal-modulated fusion algorithm; multifrequency eddy current signals fusion; multiresolution discrete wavelet analysis method; nondestructive testing; signal-to-noise ratio; wavelet analysis; wavelet analysis method; Discrete wavelet transforms; Eddy currents; Electrical capacitance tomography; Frequency; Fuses; Signal analysis; Signal processing; Signal processing algorithms; Signal resolution; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2002. Proceedings of the Fifth International Conference on
Conference_Location
Annapolis, MD, USA
Print_ISBN
0-9721844-1-4
Type
conf
DOI
10.1109/ICIF.2002.1021138
Filename
1021138
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