• DocumentCode
    538582
  • Title

    Realization of JADE based independent component analysis on a DSP based portable system

  • Author

    Can, M. Serhat ; Alkan, Ahmet ; Ergün, Saban

  • Author_Institution
    Mekatronik Programi, GOPU, Zile, Turkey
  • fYear
    2010
  • fDate
    2-5 Dec. 2010
  • Firstpage
    202
  • Lastpage
    206
  • Abstract
    Blind Source Separation (BSS) is a process which includes detection of the individual source signals from mixed different sources. BSS can be used for image processing, communication and biomedical applications. To achieve BSS different techniques are used. Independent Component Analysis (ICA) is used for it frequently. In this study, to realize BSS, applicability of ICA on a portable environment TMS320C6713 DSK kit is tested with three different application. Jean François CARDOSO´s JADE (Joint Approximate Diagonalization of Eigenmatrices) Algorithm is used for the realization of ICA. Test signals stored in PC are sent to TMS320C6713 DSK kit via Real Time Data Exchange. Blind Source Separation is achieved on TMS320C6713 DSK kit by using JADE algorithm.
  • Keywords
    blind source separation; digital signal processing chips; independent component analysis; matrix algebra; CARDOSO JADE; DSP based portable system; TMS320C6713 DSK kit; biomedical application; blind source separation; eigenmatrices; image processing; independent component analysis; joint approximate diagonalization; mixed different sources; portable environment; source signals; Blind source separation; Correlation; Digital signal processing; Independent component analysis; MONOS devices; Matrix decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical, Electronics and Computer Engineering (ELECO), 2010 National Conference on
  • Conference_Location
    Bursa
  • Print_ISBN
    978-1-4244-9588-7
  • Electronic_ISBN
    978-605-01-0013-6
  • Type

    conf

  • Filename
    5698163