• DocumentCode
    2598019
  • Title

    An Improved Method Dealing with the End Effect of Hilbert-Huang Transform

  • Author

    Dong-Liang, Guo ; Tie-Jun, Zhang ; Xian-Hua, Dai

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Sun Yat-sen Univ., Guangzhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    201
  • Lastpage
    204
  • Abstract
    An improved method dealing with the End Effect of Empirical Mode Decomposition is proposed. The period of the signal components is evaluated from high order autocorrelation function in the process of signal decomposition. Then, the signal components are extended based on the proposed criterion. The fluctuant trend of the extended sequences is consistent with the original signal components. Compared with the existed extending method, the proposed method ensure that the extended sequence is continual at the two ends and agree with original fluctuant trend, it is a low complexity and efficient method, which fit for periodic or quasi-periodic signal whose frequency modulation range is narrow¿Simulation results show the validity of the method.
  • Keywords
    Hilbert transforms; correlation methods; end effectors; frequency modulation; signal processing; Hilbert-Huang transform; empirical mode decomposition; end effect; extended sequence; frequency modulation range; high order autocorrelation function; original fluctuant trend; periodic signal; quasiperiodic signal; signal components; signal decomposition process; Autocorrelation; Computer networks; Information science; Information security; Signal processing; Signal resolution; Spline; Sun; Time frequency analysis; Wireless communication; Empirical Mode Decomposition; Hilbert-Huang Transform; end effect; extending method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networks Security Wireless Communications and Trusted Computing (NSWCTC), 2010 Second International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-4011-5
  • Electronic_ISBN
    978-1-4244-6598-9
  • Type

    conf

  • DOI
    10.1109/NSWCTC.2010.183
  • Filename
    5480814