Title :
Simulation of nonstationary processes based on Hilbert spectrum and random phase
Author :
Hu Can-yang ; Xiong Qin-qin
Author_Institution :
Jiangsu Key Lab. of Public Project Audit, Nanjing Audit Univ., Nanjing, China
Abstract :
Simulation of nonstationary processes has become an indispensable tool in engineering. A new method of simulation of nonstationary random processes is presented based on the orthogonal HHT spectra of sample observations. It takes advantage of orthogonal EMD, the instantaneous frequency, amplitude of the Hilbert transform and independent random phase angle, thus overcoming difficulties in the estimation of the frequency modulation and interdependence of frequency and amplitude modulation functions faced by most currently available methods. The new method extract and preserve the true physical features of the process. The examples of earthquake ground motion and subway vibration, as e low frequency and high frequency nonstationary processesses, were simulated in the paper. 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 peocesses.
Keywords :
Hilbert transforms; amplitude modulation; frequency modulation; random processes; signal processing; Fourier amplitude spectrum; Hilbert spectrum; Hilbert transform; amplitude modulation; earthquake ground motion; frequency modulation; instantaneous frequency; nonstationary random process; orthogonal EMD; orthogonal HHT spectra; random phase angle; subway vibration; Acceleration; Earthquakes; Frequency modulation; Mathematical model; Random processes; Transforms; Vibrations; Earthquake ground motion; nonstationary random processes; orthogonal Hilbert-Huang transform; simulation; subway vibration;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100678