• 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