• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Prediction and Analysis of Time-Series Data by Using Nonlinear Oscillation Circuit Network

Research Project

Project/Area Number 19760270
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Communication/Network engineering
Research InstitutionHiroshima Institute of Technology

Principal Investigator

YAMAUCHI Masayuki  Hiroshima Institute of Technology, 工学部, 准教授 (40384169)

Project Period (FY) 2007 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,250,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥450,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥2,300,000 (Direct Cost: ¥2,300,000)
Keywordsネットワーク型発振器 / データマイニング / 同期現象 / 時系列データ / 予測 / 時系列データ予測 / 未来予測 / 時系列データ採取システム / スパイラルインダクタ
Research Abstract

In this study, we suggest a prediction system by using networks of coupled oscillators on which actual circuit are based. These circuits are 3x3 van der Pol oscillators, which are coupled by inductors as a lattice, and some van der Pol oscillators and one resonator, which are coupled mutual inductances between inductors of oscillators and inductors of a resonator. We predict chaos time-series data and air temperature time-series data by Pspice many using elements of actual scale and by normalize equations of 3x3 van der Pol oscillator array and Runge-Kutta method.

Report

(6 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report   Self-evaluation Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (38 results)

All 2011 2010 2009 2008 2007 Other

All Journal Article (25 results) (of which Peer Reviewed: 25 results) Presentation (12 results) Remarks (1 results)

  • [Journal Article] Prediction of Time-Series Data using PSpice and Runge-Kutta Method2010

    • Author(s)
      Kazuhisa YOSHIMATSU, Masayuki YAMAUCHI, Yoshifumi NISHIO
    • Journal Title

      Proceedings of 18th IEEE Workshop on Nonlinear Dynamics of Electronic Systems (NDES2010)

      Pages: 106-109

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Time-Series Data using PSpice and Runge-Kutta Method2010

    • Author(s)
      Kazuhisa Yoshimatsu, Masayuki Yamauchi, Yoshifumi Nishio
    • Journal Title

      Proceedings of 18th IEEE Workshop on Nonlinear Dynamics of Electronic Systems

      Pages: 106-109

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Penetration and Reflection Mechanisms of Phase-Inversion Wavesin Lattice Oscillators2010

    • Author(s)
      Hitoshi Aburatani, Suguru Yamane, Masayuki Yamauchi, Yoshifumi Nishio
    • Journal Title

      Proceedings of 18th IEEE Workshop on Nonlinear Dynamics of Electronic Systems

      Pages: 154-157

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Propagation Mechanism of Phase-Inversion Wave in In-and-Anti-Phase Synchronization on 2D Lattice Oscillator2010

    • Author(s)
      Seiko Kunihiro, Hitoshi Aburatani, Masayuki Yamauchi, Yoshifumi Nishio
    • Journal Title

      Proceedings of 2010 International Symposium on Nonlinear Theory and its Applications

      Pages: 15-18

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synchronization Phenomena of Coupling Oscillators with PS-Inductors by the Mutual Inductances2010

    • Author(s)
      Kazuhisa Yoshimatsu, Masayuki Yamauchi
    • Journal Title

      Proc. of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing

      Pages: 97-100

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Synchronization Phenomena of Coupling Oscillators with PS-Inductors by the Mutual Inductances2010

    • Author(s)
      Kazuhisa YOSHIMATSU, Masayuki YAMAUCHI
    • Journal Title

      Proceedings of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing

      Pages: 97-100

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mechanisms of Disappearance between Two Phase-Inversion Waves and Reflection of Two Phase-Inversion Waves at a Corner on 2D Lattice Oscillators2010

    • Author(s)
      Seiko KUNIHIRO, Hitoshi ABURATANI, Suguru YAMANE, Masayuki YAMAUCHI, Yoshifumi NISHIO
    • Journal Title

      Proceedings of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing

      Pages: 105-108

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of Phenomena on Coupled Oscillators System as a Lattice2009

    • Author(s)
      Suguru YAMANE, Masayuki YAMAUCHI, Yoshifumi NISHIO
    • Journal Title

      Proceedings of the 2009 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP 2009)

      Pages: 249-252

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Propagation Mechanism of Phase-Inversion Wave in 2D Lattice Oscillators and their Application to Prediction of Time-Series Data2009

    • Author(s)
      Hitoshi Aburatani, Suguru Yamane, Takeo. Imoto, Masayuki Yamauchi, Yoshifumi Nishio
    • Journal Title

      Proc. of European Conference on Circuit Theory and Design 2009

      Pages: 671-674

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Prediction of Chaos Time-Series Data using Coupled Oscillators System2009

    • Author(s)
      Takeo Imoto, Suguru Yamane, Masayuki Yamauchi
    • Journal Title

      Proc. of IEEE CASS Shikoku and Shanghai Chapters Joint Workshop on Nonlinear Circuits and Systems

      Pages: 32-35

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Propagation and Reflection of Phase Differences on a Lattice of Coupled Oscillators2009

    • Author(s)
      Suguru YAMANE, Masayuki YAMAUCHI
    • Journal Title

      Proceedings of IEEE International Symposium on Circui is and Systems

      Pages: 1895-1898

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Propagation Mechanism of Phase-Inversion Wave in 2D Lattice Oscillators and their Application to Prediction of Time-Series Data2009

    • Author(s)
      Hitoshi ABURATANI, Suguru YAMANE, Takeo IMOTO, Masayuki YAMAUCHI, Yoshifumi NISHIO
    • Journal Title

      Proceedings of European Conference on Circuit Theory and Design 2009

      Pages: 671-674

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reflection Mechanisms of a Phase-Inversion Wave at an Edge of 2D Lattice Oscillators2009

    • Author(s)
      Hitoshi ABURATANI, Suguru YAMANE, Masayuki YAMAUCHI, Yoshifumi NISHIO
    • Journal Title

      Proceedings of International Symposium on Nonlinear Theory and its Applications 2009

      Pages: 175-178

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of phenomena on coupled oscillators system as a lattice2009

    • Author(s)
      S. YAMANE, M. YAMAUCHI and Y. NISHIO
    • Journal Title

      Proc. of 2009 International Workshop on Nonlinear Circuit and Signal Processing

      Pages: 249-252

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Chaos Time-Series Data using Coupled Oscillator System2009

    • Author(s)
      Takeo IMOTO, Suguru YAMANE, and Masayuki YAMAUCHI
    • Journal Title

      Proc. of IEEE CASS Shikoku and Shanghai Chapters Joint Workshop on Nonlinear Circuits and Systems

      Pages: 32-35

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Position Detection using Filter Characteristic and Mutual Inductance between Spiral Inductors2009

    • Author(s)
      Kazuhisa YOSHIMATSU, Masayuki YAMAUCHI, and Mamoru TANAK
    • Journal Title

      Proc. of IEEE CASS Shikoku and Shanghai Chapters Joint Workshop on Nonlinear Circuits and Systems

      Pages: 46-49

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Chaos Time-Series Data using Coupled Oscillators System2008

    • Author(s)
      Takeo IMOTO, Suguru YAMANE, Masayuki YAMAUCHI
    • Journal Title

      Proceedings of IEEE CASS Shikoku and Shanghai Chapters Joint Workshop on Nonlinear Circuits and Systems(SSJW'08)

      Pages: 32-35

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Investigation of Phase-Waves and Prediction of a Waveform using System of Coupled Oscillators2008

    • Author(s)
      Suguru Yamane, Takeo Imoto, Masayuki Yamauchi
    • Journal Title

      Proc. of 2008 International Workshop on Nonlinear Circuits and Signal Processing

      Pages: 148-151

    • Related Report
      2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Motion and Position Detection System using Mutual Inductance between Printed Spiral Inductors2008

    • Author(s)
      K. YOSHIMATSU, M. NUKUSHINA, T. KUNIHIRO, T. NANKO, M. YAMAUCHI and M. TANAKA
    • Journal Title

      Proc. of 2008 International Symposium on Nonlinear Theory and its Applications

      Pages: 560-563

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Phase Difference Propagation Phenomena on a Non-edge Lattice2008

    • Author(s)
      T. IMOTO, K. ICHIKI, S. YAMANE, and M. YAMAUCHI
    • Journal Title

      Proc. of 2008 International Symposium on Nonlinear Theory and its Applications

      Pages: 616-619

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Coin Detection System by Coupled Printed Spiral Inductors2008

    • Author(s)
      J. FUKATANI, S. YAMAGUCHI, M. YAMAUCHI, K. YOSHIMATSU, H. AOMORI and M. TANAKA
    • Journal Title

      WSEAS Transactions on Circuits and Systems Issue8, Volume7

      Pages: 832-842

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Propagation Mechanism of Phase-Waves on a Lattice of Coupled Oscillators2008

    • Author(s)
      Suguru YAMANE, Takeo IMOTO, and Masayuki YAMAUCHI
    • Journal Title

      Proc. of IEEE CASS Shikoku and Shanghai Chapters Joint Workshop on Nonlinear Circuits and Systems

      Pages: 7-10

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Investigation of Phase-Waves and Prediction of a Waveform using System of CoupIed Oscillators2008

    • Author(s)
      S.Yamane, T.Imoto, and M.Yamauchi
    • Journal Title

      Proceedings of 2008 International Workshop on NonlinearCircuits and Signal Processing

      Pages: 148-151

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synchronization Phenomena of Coupled Colpitts Oscillators using Printed Sphal Inductors2007

    • Author(s)
      M.Nukushina, T.Kunihiro, T.Nanko, M.Yamauchi, and M.Tanaka
    • Journal Title

      Procceedings of 2007 International Symposium on NonlinearTheory and its Applications

      Pages: 325-328

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-Amplitude and Multi-Phase Synchronization Phenomena in Nonlinear Large-Scaled Oscillating Cellular Neural Networks2007

    • Author(s)
      G.K.Barnet, N.Ohashi, M.Yamauchi, M.Tanaka
    • Journal Title

      The Institute of Electrical Engineers of Japan Transactions 127,NO.8

      Pages: 1243-1250

    • NAID

      10019522328

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] 複数の発振器と共振器を結合した系によるChua回路の時系列データの予測に関する研究2011

    • Author(s)
      田中亨, 吉松和久, 山内将行
    • Organizer
      電子情報通信学会2011年総合大会 61
    • Related Report
      2010 Final Research Report
  • [Presentation] 2次元格子状発振器システムを用いたカオス時系列データの自動予測に関する研究2011

    • Author(s)
      佐々木達也, 山内将行, 西尾芳文
    • Organizer
      電子情報通信学会非線形問題研究会 193-198
    • Place of Presentation
      北海道大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 2次元格子状発振器システムを用いたカオス時系列データの自動予測に関する研究2011

    • Author(s)
      佐々木達也, 山内将行, 西尾芳文
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      北海道大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数の発振器と共振器を結合した系によるChua回路の時系列データの予測に関する研究2011

    • Author(s)
      田中亨, 吉松和久, 山内将行
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      東京都市大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] プリンテッド・スパイラル・インダクタを利用した発振器を結合した系による気温時系列データの予測2010

    • Author(s)
      田中亨, 吉松和久, 井元健夫, 山内将行, 田中衞
    • Organizer
      電子情報通信学会非線形問題研究会 85-90
    • Place of Presentation
      石川県文教会館
    • Related Report
      2010 Final Research Report
  • [Presentation] プリンテッド・スパイラル・インダクタを利用した発振器を結合した系による気温時系列データの予測2010

    • Author(s)
      田中亨, 吉松和久, 井元健夫, 山内将行, 田中衞
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      石川県文教会館
    • Related Report
      2010 Annual Research Report
  • [Presentation] 格子状に結合された発振器に見られる交互逆相同期状態における位相反転波動の伝搬と端での反射のメカニズム2010

    • Author(s)
      國廣成功, 油谷仁志, 山根卓, 山内将行, 西尾芳文
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      石川県文教会館
    • Related Report
      2010 Annual Research Report
  • [Presentation] 3x3の格子状にインダクタで結合された発振器のシステムを用いたカオス時系列データの予測の自動化について2010

    • Author(s)
      佐々木達也, 井元健夫, 山内将行, 西尾芳文
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      鳴門教育大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] 格子状に結合したvan der Pol発振器を用いたspiceによる時系列データの予測実験に関する考察2009

    • Author(s)
      中倉幹也, 井元健夫, 山内将行
    • Organizer
      2009年電子情報通信学会総合大会
    • Place of Presentation
      愛媛
    • Year and Date
      2009-03-18
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] 格子状に結合したvan der Pol発振器を用いたspiceによる時系列データの予測実験に関する考察2009

    • Author(s)
      中倉幹也, 井元健夫, 山内将行
    • Organizer
      2009年電子情報通信学会総合大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2009-03-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] 格子状に結合したvan der Pol 発振器を用いたspice による時系列データの予測実験に関する考察2009

    • Author(s)
      中倉幹也, 井元健夫, 山内将行
    • Organizer
      2009年電子情報通信学会総合大会 A-2-6 57
    • Related Report
      2010 Final Research Report
  • [Presentation] 格子状に結合された発振器にみられる位相差の伝搬現象2007

    • Author(s)
      山根卓, 山内将行
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      非線形問題研究会(広島工業大学広島校舎)
    • Year and Date
      2007-06-09
    • Related Report
      2007 Annual Research Report
  • [Remarks] "Investigation of Phase-Waves and Prediction of a Waveform using System of Coupled Oscillators"にて、S.Yamaneが、NCSP'08 Student Paper Awardを取得

    • Related Report
      2007 Annual Research Report

URL: 

Published: 2007-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi