Journals Proceedings

International Journal of Advancements in Electronics and Electrical Engineering

Classification of Laser Interferometer Seismic Signal Data based on K-means Clustering

Author(s) : DONGSUN CHOI, EUNHWAN OH, KWANHO YOU, WOORAM LEE

Abstract

The mainly used devices to detect earthquakes are velocimeters and accelerometers. However, it is necessary to detect seismic waves accurately in micro-seismic wave measurement. A heterodyne laser interferometer is a high resolution detection device. Therefore, the laser interferometer is used as a seismometer. In micro-seismic signal analysis, it is required to discriminate earthquakes from explosions since micro-seismic waves have small magnitudes. To classify seismic waves, the body-wave amplitude ( p A ) and the surface-wave amplitude ( s A ) data are used. K-means clustering is implemented and then earthquake and explosion events are discriminated by using these data.

No fo Author(s) : 4
Page(s) : 162 -165
Electronic ISSN : 2319 - 7498
Volume 4 : Issue 2
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