Paper Abstract and Keywords |
Presentation |
2009-09-25 11:20
Modeling and Anomaly Detection of Environmental Electromagnetic Waves Based on Patterns of Diurnal Change Using HMM Yuya Takase, Shinji Sako, Tadashi Kitamura, Ichi Takumi (Nagoya Inst. of Tech.), Masayasu Hata (Chubu Univ) SIP2009-51 SIS2009-26 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Japan is one of the highly seismic country and Japanese has suffered disastrous damage from huge earthquakes many times.
Therefore, it is very important to catch the portent of earthquakes to reduce the damage.
Anomalous environmental electromagnetic (EM) waves have been reported as
the portent of earthquakes.
We have been measuring the Extremely Low Frequency (ELF) band at about 40 sites in Japan
and our goal is to clarify the correlation between the anomalies and earthquakes.
Therefore, in this paper, in order to detect the anomalies we propose a method based on durnal change of EM waves using HMM.
Experimental results for huge earthquakes show the effectiveness of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Environmental Electromagnetic Waves / Earthquake Prediction / ELF Band / Hidden Markov Model / Anomaly Detection / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 202, SIP2009-51, pp. 77-82, Sept. 2009. |
Paper # |
SIP2009-51 |
Date of Issue |
2009-09-17 (SIP, SIS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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SIP2009-51 SIS2009-26 |
Conference Information |
Committee |
SIS SIP IPSJ-AVM |
Conference Date |
2009-09-24 - 2009-09-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2009-09-SIS-SIP-AVM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Modeling and Anomaly Detection of Environmental Electromagnetic Waves Based on Patterns of Diurnal Change Using HMM |
Sub Title (in English) |
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Keyword(1) |
Environmental Electromagnetic Waves |
Keyword(2) |
Earthquake Prediction |
Keyword(3) |
ELF Band |
Keyword(4) |
Hidden Markov Model |
Keyword(5) |
Anomaly Detection |
Keyword(6) |
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Keyword(7) |
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1st Author's Name |
Yuya Takase |
1st Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
2nd Author's Name |
Shinji Sako |
2nd Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
3rd Author's Name |
Tadashi Kitamura |
3rd Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
4th Author's Name |
Ichi Takumi |
4th Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
5th Author's Name |
Masayasu Hata |
5th Author's Affiliation |
Chubu University (Chubu Univ) |
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Speaker |
Author-1 |
Date Time |
2009-09-25 11:20:00 |
Presentation Time |
25 minutes |
Registration for |
SIP |
Paper # |
SIP2009-51, SIS2009-26 |
Volume (vol) |
vol.109 |
Number (no) |
no.202(SIP), no.203(SIS) |
Page |
pp.77-82 |
#Pages |
6 |
Date of Issue |
2009-09-17 (SIP, SIS) |
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