• DocumentCode
    607805
  • Title

    On the FPGA implementation of empirical mode decomposition algorithm using FPGA

  • Author

    Kose, I. ; Celebi, Adem

  • Author_Institution
    Isaret ve Goruntu Isleme Laboratuvari(KULIS), Kocaeli Univ., Kocaeli, Turkey
  • fYear
    2013
  • fDate
    24-26 April 2013
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper a single chip hardware architecture for empirical mode decomposition is proposed and implemented on a consumer grade FPGA device. Implementing EMD on a single chip dramatically decreases hardware costs and increases real time processing performance. Proposed hardware architecture has utilized %17 of the LUT resources of a consumer grade FPGA. Even though the proposed architecture operates on single dimensional signals such as EEG, sound etc., it can also be considered for decomposing multidimensional signals such as image, video, hyper spectral images.
  • Keywords
    computer architecture; field programmable gate arrays; signal processing; EMD; LUT resources; consumer grade FPGA device; empirical mode decomposition; multidimensional signal; single chip hardware architecture; Electroencephalography; Empirical mode decomposition; Field programmable gate arrays; Hardware; Splines (mathematics); Table lookup; EMD; Empirical Mode Decomposition; FPGA; Hardware Architecture; IMF; Intrinsic Mode Function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2013 21st
  • Conference_Location
    Haspolat
  • Print_ISBN
    978-1-4673-5562-9
  • Electronic_ISBN
    978-1-4673-5561-2
  • Type

    conf

  • DOI
    10.1109/SIU.2013.6531466
  • Filename
    6531466