• DocumentCode
    1680758
  • Title

    The design of digital filter based on improved EMD

  • Author

    Pu, Han ; Lei, Meng ; Bao-hai, Huang ; Qin-dao, Li

  • Author_Institution
    Sch. of Control Sci. & Eng., North China Electr. Power Univ., Baoding, China
  • fYear
    2010
  • Firstpage
    6744
  • Lastpage
    6747
  • Abstract
    It is a effective way to building a digital filter based on EMD. But it can´t get better result because of the end effect. According to the problem, SVM is used to improve EMD in the article. Firstly, proceed the border extension on the original data, and then do empirical mode decomposition, delete the extension part at last. By this way, the problem of end effect can be resolved. The simulation result proved that a good filtering effect could be got when the digital-filter based on improved EMD was used to filter the nonlinear and non-stationary signal.
  • Keywords
    digital filters; support vector machines; EMD; SVM; border extension; digital filter; empirical mode decomposition; filtering effect; nonlinear signal; nonstationary signal; support vector machines; Conferences; Digital filters; Signal resolution; Speech processing; Support vector machines; Time series analysis; Digital-filter; EMD; SVM;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554188
  • Filename
    5554188