• DocumentCode
    3742141
  • Title

    Analysis of Brain-Death EEG Data Using 2T-EMD Algorithm

  • Author

    Daren Zheng;Gaochao Cui;Jianting Cao;Toshihisa Tanaka

  • Author_Institution
    Grad. Sch. of Eng., Saitama Inst. of Technol., Fukaya, Japan
  • fYear
    2015
  • Firstpage
    528
  • Lastpage
    531
  • Abstract
    Electroencephalography (EEG) energy analysisbased on empirical mode decomposition (EMD) and Multivariateempirical mode decomposition (MEMD) methodsfor evaluating consciousness level have been proposed inmany previous studies, and the effectiveness of these analysismethods had been proved by the experiment results. In thispaper, we proposed an analysis method for quasi brain deathEEG data based on new algorithm of Turning Tangent EMD(2T-EMD). Firstly, an artificial data was employed in theexperiments in order to inspect the feasibility of the newEEG data analysis method based on 2T-EMD. Then we used2T-EMD data analysis method to analyze the real patient´sEEG data that was recorded in the hospital. Finally, theexperiment results shown that 2T-EMD has advantage overother analysis methods on the computation accuracy andspeed under some certain conditions.
  • Keywords
    "Electroencephalography","Frequency-domain analysis","Algorithm design and analysis","Electrodes","Turning","Brain","Empirical mode decomposition"
  • Publisher
    ieee
  • Conference_Titel
    Signal-Image Technology & Internet-Based Systems (SITIS), 2015 11th International Conference on
  • Type

    conf

  • DOI
    10.1109/SITIS.2015.84
  • Filename
    7400612