Title :
Blind detection of an elliptically polarized wave in three-component seismic measurement
Author_Institution :
Muroran Inst. of Technol., Muroran, Japan
Abstract :
Duration of an elliptically polarized wave is detected by using the blind signal separation and the cross-correlation analysis in three-component seismic signals. Observed three-component signals are assumed to be linear combinations of the elliptically polarized wave and another wave. The fourth-order cumulant, kurtosis, is used to measure a degree of the independence of the transformed signals. To actually minimize or maximize the kurtosis, a fixed-point algorithm is employed. Duration of the polarized wave is detected by analyzing the cross-correlations between the π/2 phase-shifted signal and the zero phase-shifted signal. The duration of crack-waves which have the elliptical particle motion is detected well by using the algorithm.
Keywords :
blind source separation; correlation methods; earthquakes; geophysical signal processing; geophysical techniques; polarisation; seismic waves; seismology; seismometers; vibration measurement; algorithm-based particle motion detection; blind polarized wave detection; blind signal separation; crack wave duration; crack wave particle motion; cross-correlation analysis; elliptical particle motion; elliptically polarized wave; fixed-point algorithm; fourth-order cumulant; independence degree measurement; kurtosis maximization; kurtosis minimization; kurtosis-based particle motion detection; linear polarized wave combinations; polarized wave duration detection; seismic signals; three-component seismic measurement; three-component signals; transformed signal independence; zero phase-shifted signal; Abstracts;
Conference_Titel :
Signal Processing Conference, 2002 11th European
Conference_Location :
Toulouse