IEEJ Transactions on Electronics, Information and Systems
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
Letter
The Signal Detection for Predicting Significant Earthquake Using PCA
Shinji NiwaHiroshi YasukawaIchi TakumiMasayasu Hata
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2003 Volume 123 Issue 12 Pages 2170-2171

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Abstract

The tectonic activities that precede significant earthquakes release electromagnetic (EM) waves that can be used as earthquake precursors. We have been observing EM radiation in the ELF (extremely low frequency) band at about 40 observation stations in Japan for predicting significant earthquakes. The recorded signals contain, however, several noise components generated from the ionosphere, human activity, and so on. Most background noise in observed signal is attributed to lightning in the tropics. In this paper, we propose a method based on PCA (principal component analysis) to detect signals from large data sets. The good performance of the proposed method is confirmed.

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© 2003 by the Institute of Electrical Engineers of Japan
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