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Time Series Analysis of Chaotic Trajectories in Nonlinear Systems and Its Application

Research Project

Project/Area Number 63550258
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 電子通信系統工学
Research InstitutionMIYAZAKI UNIVERSITY

Principal Investigator

MURAO Kenji  MIYAZAKI UNIVERSITY, FACULTY OF ENGINEERING, ASSOCIATE PROFESSOR, 工学部, 助教授 (00040973)

Project Period (FY) 1988 – 1989
Project Status Completed (Fiscal Year 1989)
Budget Amount *help
¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1989: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1988: ¥600,000 (Direct Cost: ¥600,000)
KeywordsNonlinear Dynamical Systems / One-Dimensional Chaos / Time Series Analysis / Frobenius-Perron Operator / Invariant Density / Correlation Function / Power Spectrum / Entropy / フロベニゥス・ペロン作用素 / 単峰型写像 / パワースペクトル / ガレルキン法
Research Abstract

An efficient algorithm is given for systematically calculating several statistics such as the invariant measure, the Kolmogorov-Sinai entropy, the autocorrelation function and the power spectrum of chaos in one-dimensional discrete dynamical systems defined by a map. The method is based on the Galerkin approximation to the Frobenius-Perron integral operator. Several numerical examples demonstrate that the proposed method can give approximations with high accuracy to the statistics of various one-dimensional chaos with the absolutely continuous invariant measure under the map.

Report

(3 results)
  • 1989 Annual Research Report   Final Research Report Summary
  • 1988 Annual Research Report
  • Research Products

    (18 results)

All Other

All Publications (18 results)

  • [Publications] 村尾健次: "Fully Developed Chaosの不変密度の計算法" 電子情報通信学会技術研究報告. CAS88-27. 89-96 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 村尾健次: "Fully Developed Chaosの時系列解析-Fully Developed Chaosの不変密度とK-Sエントロピ-" 電子情報通信学会技術研究報告. CAS88-50. 17-23 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 村尾健次: "Fully Developed Chaosのパワ-スペクトル" 電子情報通信学会技術研究報告. NLP88ー52. 27-33 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Tohru KOHDA: "Time series analysis of one-dimensional chaos" 電子情報通信学会技術研究報告. CAS89-114. 43-48 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 村尾健次: "Fully developed Chaosの時系列解析法" 電子情報通信学会技術研究報告. NLP89-72. 1-6 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Tohru KOHDA: "Approach to time series analysis for one-dimensional chaos based on Frobenius-Perron operator" To be published in Trans.IEICE,Section E(June,1990).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kenji MURAO: "Algorithm for Calculating the Invariant Density of Fully Developed Chaos" IEICE Technical Report. CAS88-27. 89-96 (1988)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kenji MURAO: "Time Series Analysis of Fully Developed Chaos - Invariant Density K-S Entropy of Fully Developed Chaos -" IEICE Technical Report, CAS88-50, pp.17-23, 1988.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kenji MURAO: "Power Spectrum of Fully Developed Chaos" IEICE Technical Report, NLP88-52, pp.27-33, 1988.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Tohru KOHDA: "Time Series Analysis of One-Dimensional Chaos" IEICE Technical Report, CAS89-114, pp.43-48, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kenji MURAO: "Time Series Analysis of Fully Developed Chaos" IEICE Technical Report, NLP89-72, pp.1-6, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Tohru KOHDA: "Approach to Time Series Analysis for One-Dimensional Chaos Based on Frobenius-Perron Operator" Trans.IEICE, Section E(June, 1990).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Tohru KOHDA: "Time series analysis of one-dimensional chaos" 電子情報通信学会技術研究報告. CAS89-114. 43-48 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 村尾健次: "Fully developed chaosの時系列解析法" 電子情報通信学会技術研究報告. NLP89-72. 1-6 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] Tohru KOHDA: "Approach to time series analysis for one-dimensional chaos based on Frobenius-Perron operator" Trans.IEICE,Section E(June,1990).

    • Related Report
      1989 Annual Research Report
  • [Publications] 村尾健次、香田徹: 電子情報通信学会技術研究報告. CAS88-27. 89-96 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] 村尾健次、香田徹: 電子情報通信学会技術研究報告. CAS88-50. 17-23 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] 村尾健次、香田徹: 電子情報通信学会技術研究報告. NLP88-52. 27-33 (1988)

    • Related Report
      1988 Annual Research Report

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Published: 1988-04-01   Modified: 2016-04-21  

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