• DocumentCode
    2516061
  • Title

    A novel electromagnetic radiated emission source identification methodology

  • Author

    Zhenfei, Song ; Donglin, Su ; Fei, Dai ; Duval, Fabrice ; Louis, Anne

  • Author_Institution
    EMC Lab., Beihang Univ., Beijing, China
  • fYear
    2010
  • fDate
    12-16 April 2010
  • Firstpage
    645
  • Lastpage
    648
  • Abstract
    The proposed novel electromagnetic radiated emission source identification method is based on Independent Component Analysis (ICA). The identification is conducted by processing a suitable number of radiated spectrum data which is obtained by measurements at different points around equipment under test (EUT). Using specific kurtosis-based ICA algorithm, we can not only distinguish EUT´s radiated emission from ambient electromagnetic noise, but also can extract emission feature of different radiation sources. Using correlated coefficient of extracted signal and original signal to investigate the accuracy of proposed method, the value can at least reach 0.98 and 0.72 for simulation and measurement data analysis respectively; feasibility and effectiveness of proposed method were verified by such good results.
  • Keywords
    electromagnetic compatibility; electronic equipment testing; independent component analysis; EUT; ambient electromagnetic noise; correlated coefficient; electromagnetic radiated emission source identification methodology; equipment under test; independent component analysis; kurtosis-based ICA algorithm; measurement data analysis; radiated spectrum data; Analytical models; Data mining; Electromagnetic compatibility; Electromagnetic compatibility and interference; Electromagnetic interference; Electromagnetic measurements; Electromagnetic radiation; Feature extraction; Independent component analysis; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electromagnetic Compatibility (APEMC), 2010 Asia-Pacific Symposium on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5621-5
  • Type

    conf

  • DOI
    10.1109/APEMC.2010.5475803
  • Filename
    5475803