• DocumentCode
    2085997
  • Title

    Contribution to passive acoustic ocean tomography. IV: A data fusion strategy for blind source separation and classification

  • Author

    Vallez, S. ; Martin, A. ; Mansour, A. ; Gervaise, C. ; Khenchaf, A.

  • Author_Institution
    ENSIETA, Brest, France
  • Volume
    2
  • fYear
    2005
  • fDate
    20-23 June 2005
  • Firstpage
    924
  • Abstract
    In this paper we applied fusion algorithm in a passive ocean acoustic tomography context. We applied several types of independent component analysis algorithms on a large number of realistic data and we propose to classify their respective outputs according to the principal properties of the opportunity sources. Finally, we apply a fusion´s model: the belief functions theory to outperform the blind source separation/classification approach.
  • Keywords
    acoustic tomography; blind source separation; geophysical signal processing; independent component analysis; oceanographic techniques; sensor fusion; signal classification; underwater sound; belief function theory; blind source classification; blind source separation; data fusion; independent component analysis; passive acoustic ocean tomography; Acoustic emission; Acoustic noise; Acoustic waves; Bandwidth; Blind source separation; Independent component analysis; Monitoring; Ocean temperature; Tomography; Underwater acoustics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Oceans 2005 - Europe
  • Conference_Location
    Brest, France
  • Print_ISBN
    0-7803-9103-9
  • Type

    conf

  • DOI
    10.1109/OCEANSE.2005.1513180
  • Filename
    1513180