• DocumentCode
    535378
  • Title

    Simulation of nonstationary processes based on orthogonal Hilbert-Huang transform

  • Author

    Hu, Canyang

  • Author_Institution
    Dept. of Project Manage., Nanjing Audit Univ., Nanjing, China
  • Volume
    7
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    3111
  • Lastpage
    3115
  • Abstract
    Simulation of nonstationary processes has become an indispensable tool in engineering. A new method is proposed for the simulation of nonstationary random processes based on orthogonal Hilbert-Huang transform (OHHT) spectra of their sample observations. Firstly, orthogonal method is introduced to treat with IMF, and the result shows that orthogonal HHT is a universal method avoiding leakage of energy compared with conventional HHT. Secondly, based on OHHT, the average of the Hilbert spectra over the samples is then defined as the Hilbert spectrum of the process and used as the target in the simulation of the process. The time history of sample, Fourier amplitude spectrum of sample and response spectra of sample compare well with those of the records. The methods has great potential for engineering applications when dealing with nonstationary, nonlinear random processes.
  • Keywords
    Hilbert transforms; random processes; spectral analysis; Fourier amplitude spectrum; nonlinear random processes; nonstationary random process simulation; orthogonal HHT; orthogonal Hilbert-Huang transform spectra; response spectra; Earthquakes; Mathematical model; Numerical models; Random processes; Seismic waves; Time frequency analysis; Transforms; Hilbert spectra; nonstationary random processes; orthogonal Hilbert-Huang transform; simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5647861
  • Filename
    5647861