• DocumentCode
    1682500
  • Title

    Blind source separation by a geometrical method

  • Author

    Shindo, Hiroyuki ; Hirai, Yuzo

  • Author_Institution
    Master´´s Program in Sci. & Eng., Univ. of Tsukuba, Japan
  • Volume
    2
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    1109
  • Lastpage
    1114
  • Abstract
    This paper presents an algorithm for blind source separation (BSS), which can find source orientations in the joint distribution of observed mixtures by Hough transformation and the sources are separated by projecting the mixtures onto those axes. Since the algorithm involves no iteration, it can follow the changes of source directions
  • Keywords
    Hough transforms; geometry; signal processing; BSS; Hough transformation; blind source separation; geometrical method; source orientations; Algorithm design and analysis; Blind source separation; Costs; Decorrelation; Independent component analysis; Neural networks; Probability distribution; Robustness; Source separation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7278-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2002.1007649
  • Filename
    1007649
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1682500