| Presentation | 2009-09-25 Modeling and Anomaly Detection of Environmental Electromagnetic Waves Based on Patterns of Diurnal Change Using HMM Yuya TAKASE, Shinji SAKO, Tadashi KITAMURA, Ichi TAKUMI, Masayasu HATA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Environmental Electromagnetic Waves / Earthquake Prediction / ELF Band / Hidden Markov Model / Anomaly Detection |
| Paper # | SIP2009-51,SIS2009-26 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2009/9/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| 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) | |
| Keyword(1) | Environmental Electromagnetic Waves |
| Keyword(2) | Earthquake Prediction |
| Keyword(3) | ELF Band |
| Keyword(4) | Hidden Markov Model |
| Keyword(5) | Anomaly Detection |
| 1st Author's Name | Yuya TAKASE |
| 1st Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology() |
| 2nd Author's Name | Shinji SAKO |
| 2nd Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology |
| 3rd Author's Name | Tadashi KITAMURA |
| 3rd Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology |
| 4th Author's Name | Ichi TAKUMI |
| 4th Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology |
| 5th Author's Name | Masayasu HATA |
| 5th Author's Affiliation | Collage of Engineering, Chubu University |
| Date | 2009-09-25 |
| Paper # | SIP2009-51,SIS2009-26 |
| Volume (vol) | vol.109 |
| Number (no) | 203 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |