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2011 Fiscal Year Final Research Report

A Study on Crustal Activity Detecting System and Construct ion of EM Field Measuring Network

Research Project

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Project/Area Number 20246068
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionNagoya Institute of Technology

Principal Investigator

TAKUM I Lchi  名古屋工業大学, 大学院・工学研究科, 教授 (30188130)

Co-Investigator(Kenkyū-buntansha) YASUKAWA Hiroshi  愛知県立大学, 情報科学部, 教授 (00305517)
KITAMURA Tadashi  名古屋工業大学, 工学研究科, 教授 (60114865)
FUZIWARA Osamu  名古屋工業大学, 工学研究科, 教授 (60135316)
OH Kensei  名古屋工業大学, 工学研究科, 教授 (70250694)
HIRANO Satoshi  名古屋工業大学, 工学研究科, 准教授 (90238379)
GOTO Tomio  名古屋工業大学, 工学研究科, 助教 (20324478)
FUNASE Arao  名古屋工業大学, 工学研究科, 助教 (60378239)
Co-Investigator(Renkei-kenkyūsha) HATA Masayasu  中部大学, 工学部, 非常勤研究員
Project Period (FY) 2008 – 2011
Keywordsシステム情報(知識)処理 / 地殻活動予知
Research Abstract

We developed and verified the high-sensitive andhigh-thunder-proof sensor measuring the ELF band magnetic field. We showed that thesferics measured by us were modulated by the earthquake. We proposed the method of detecting anomaly from the daily variation pattern using Hidden Markov Model(HMM), and showed validity. We proposed the signal separation method based on quasi-Ll norm, and showed validity. We showed that weak but anomalous electromagnetic radiations were able to detect by focusing on the azimuthal standard deviation.

  • Research Products

    (24 results)

All 2011 2010 2009 2008

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (16 results)

  • [Journal Article] Global Signal Elimination from Environmental Electromagnetic Signals by Nonnegative Matrix Factorization2010

    • Author(s)
      M. Mouri, A. Funase, I. Takumi, A. Cichocki, H. Yasukawa, M. Hata
    • Journal Title

      Journal of Signal Processing

      Volume: Vol.14, No.6 Pages: 415-425

    • Peer Reviewed
  • [Journal Article] ELF帯環境電磁波の磁界方位変動に基づく異常電磁波検知2010

    • Author(s)
      佐藤時康、内匠逸、畑雅恭、安川博
    • Journal Title

      電気学会論文誌

      Volume: 130巻11号 Pages: 1945-1952

    • Peer Reviewed
  • [Journal Article] ELF帯における地震電磁波観測装置の開発2010

    • Author(s)
      畑雅恭、内匠逸、太田健次、井筒潤、藤井隆司、佐藤時康、矢橋清二、渡辺伸夫
    • Journal Title

      Journal of Atomospheric Electrocity

      Volume: Vol.30, No.l Pages: 37-52

    • Peer Reviewed
  • [Journal Article] ULF帯における地震電磁波観測装置の開発2010

    • Author(s)
      畑雅恭、太田健次、井筒潤、内匠逸、藤井隆司、佐藤時康、矢橋清二、渡辺伸夫
    • Journal Title

      Journal of Atomospheric Electrocity

      Volume: Vol.30, No.1 Pages: 13-36

    • Peer Reviewed
  • [Journal Article] Anomalous Signal Detection in ELF Band Electromagnetic Wave using Multi-layer Neural Network with Wavelet Decomposition2009

    • Author(s)
      A. Itali, H. Yasukawa, I. Takumi, M. Hata
    • Journal Title

      電気学会論文誌A

      Volume: 129巻12号 Pages: 875-883

    • Peer Reviewed
  • [Journal Article] ニューラルネットを用いたELF帯環境電磁波における異常信号の検出2009

    • Author(s)
      板井陽俊、安川博、内匠逸、畑雅恭
    • Journal Title

      Journal of Signal Processing信号処理

      Volume: Vol.13、No.1 Pages: 55-65

    • Peer Reviewed
  • [Journal Article] Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis2008

    • Author(s)
      M. Mouri, A. Funase, A. Cichocki, I. Takumi, H. Yasukawa, M. Hata
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences

      Volume: Vol.E91-A, No.08 Pages: 1875-1882

    • Peer Reviewed
  • [Journal Article] ニューラルネットによるELF帯環境電磁波の異常信号検出2008

    • Author(s)
      板井陽俊、安川博、内匠逸、畑雅恭
    • Journal Title

      電子情報通信学会論文誌A

      Volume: Vol.J91-A、No.7 Pages: 735-738

    • Peer Reviewed
  • [Presentation] Performance of Anomalous Signal Detection with HMM Approach in Electromagnetic Wave Observation Using Moving Window2011

    • Author(s)
      Y. Ito
    • Organizer
      2011 IEEE International Geoscience and Remote Sensing Symposium Vancouver
    • Place of Presentation
      Canada
    • Year and Date
      2011-07-29
  • [Presentation] ANALYSIS OF ENVIRONMENTAL ELECTROMAGNETIC SIGNAL USING NONNEGATIVE MATRIX FACTORIZATION MINIMIZING QUASI-L1 NORM2011

    • Author(s)
      M. Mouri
    • Organizer
      2011 IEEE International Geoscience and Remote Sensing Symposium Proceedings
    • Place of Presentation
      Vancouver Canada
    • Year and Date
      2011-07-26
  • [Presentation] Environmental Electromagnetic Source Signal Estimation using Non-negative Matrix Factorization Minimizing Quasi-l1 Norm2010

    • Author(s)
      M. Mouri
    • Organizer
      2010 Asia-Pacific Radio Science Conference
    • Place of Presentation
      Toyama(Japan)
    • Year and Date
      2010-09-25
  • [Presentation] HMM Based Anomalous Signal Detection From ELF Electromagnetic Wave Signals2010

    • Author(s)
      Y. Ito
    • Organizer
      2010 European Signal Processing Conference
    • Place of Presentation
      Aalborg(Denmark)
    • Year and Date
      2010-08-27
  • [Presentation] A Study on Anomalous Signal Detection Using HMM for ELF Electromagnetic Wave2010

    • Author(s)
      Y. Ito
    • Organizer
      2010 IEEE International Geoscience and Remote Sensing Symposium
    • Place of Presentation
      Hawaii(USA)
    • Year and Date
      2010-07-28
  • [Presentation] Anomalous Signal Detection from Electromagnetic Wave Observation Signals Using HMM2010

    • Author(s)
      Y. Ito
    • Organizer
      2010 RISP International Workshop on Nonlinear Circuits
    • Place of Presentation
      Hawaii(USA)
    • Year and Date
      2010-03-03
  • [Presentation] Signal Detection Technology on Earth Diastrophism Using Electromagnetic Wave Observation2009

    • Author(s)
      H. Yasukawa
    • Organizer
      2009 International Symposium on Intelligent Signal Processing and Communication Systems
    • Place of Presentation
      Kanazawa(Japan)
    • Year and Date
      2009-12-09
  • [Presentation] Background Noise Estimation Using Outer Product Expansion for ELF Electromagnetic Wave2009

    • Author(s)
      A. Itai
    • Organizer
      2009 International Symposium on Intelligent Signal Processing and Communication Systems
    • Place of Presentation
      Kanazawa(Japan)
    • Year and Date
      2009-12-07
  • [Presentation] A Study on Anomalous Signal Detection from ELF Electromagnetic Wave Data Using HMM2009

    • Author(s)
      Y. Ito
    • Organizer
      2009 International Workshop on Smart Info-Media Systems in Asia
    • Place of Presentation
      Osaka(Japan)
    • Year and Date
      2009-10-22
  • [Presentation] Implementation of Matrix Factorization based on Minimizing Quasi-absolute Distance for Electromagnetic Global Signal Elimination2009

    • Author(s)
      M. Mouri
    • Organizer
      Proceedings of the 17th European Signal Processing Conference
    • Place of Presentation
      Glasgow(Scotland)
    • Year and Date
      2009-08-25
  • [Presentation] Detection and Radiation Area Estimation of Anomalous Environmental Electromagnetic Wave Related to Earthquake Precursor2009

    • Author(s)
      T. Sato
    • Organizer
      2009 IEEE International Geoscience and Remote Sensing Symposium
    • Place of Presentation
      Cape town(South Africa)
    • Year and Date
      2009-07-16
  • [Presentation] Detection of Anomalous Environmental Electromagnetic Waves Based on Daily Average Using Hidden Markov Model2009

    • Author(s)
      Y. Takase
    • Organizer
      Sixth International Conference on Networked Sensing Systems
    • Place of Presentation
      Pittsburgh(USA)
    • Year and Date
      2009-06-19
  • [Presentation] A Effectiveness of Global Signal Elimination from Environmental Electromagnetic Signals for Earthquake Prediction2008

    • Author(s)
      M. Mouri
    • Organizer
      2008 International Symposium on Information Theory and its Applications
    • Place of Presentation
      Auckland(New Zealand.
    • Year and Date
      2008-12-10
  • [Presentation] Anomaly Detection of Environmental Electromagnetic Wave based on Time Fluctuation and Cross-Correlation in Magnetic Field Azimuth2008

    • Author(s)
      T. Sato
    • Organizer
      2008 International Symposium on Information Theory and its Applications
    • Place of Presentation
      Auckland(New Zealand.
    • Year and Date
      2008-12-10
  • [Presentation] Improvement of Earthquake Prediction by Using Global Signal Elimination from Environmental Electromagnetic Signals2008

    • Author(s)
      M. Mouri
    • Organizer
      2008 IEEE International Geoscience and Remote Sensing Symposium
    • Place of Presentation
      Boston(USA)
    • Year and Date
      2008-07-11
  • [Presentation] Detection of Anomalous Environmental Electromagnetic Wave by Statistical Property in Magnetic Field Azimuth2008

    • Author(s)
      T. Sato
    • Organizer
      2008 IEEE International Geoscience and Remote Sensing Symposium
    • Place of Presentation
      Boston(USA)
    • Year and Date
      2008-07-09

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Published: 2013-07-31  

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