Title :
Simulation of nonstationary processes based on orthogonal Hilbert-Huang transform
Author_Institution :
Dept. of Project Manage., Nanjing Audit Univ., Nanjing, China
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;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647861