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Adaptive Identification of Nonlinear Systems Operating in Closed-loop

Research Project

Project/Area Number 13650495
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionKeio University

Principal Investigator

SANO Akira  Keio University, System Design Engineering, Professor, 理工学部, 教授 (10051765)

Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,900,000)
Fiscal Year 2002: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 2001: ¥2,500,000 (Direct Cost: ¥2,500,000)
KeywordsSystem identification / Nonlinear identification / Closed-loop identification / Active noise control / Two-mass system / Coupling canceller / Nonlinerity compensation / Nonlinear prediction / 時変システム
Research Abstract

The aim of this research is to present efficient on-line adaptive methods for identification of parameters of time varying linear and nonlinear elements operating in closed-loop systems. The obtained results are summarized as follows : (1) A perfect adaptive acitve noise control scheme has been given first to suppress primary noise at an error microphone without identification of any secondary path dynamics from artificial control loudspeaker to the error, in a situation when there is also an uncertain coupling path from the control loudspeaker to a reference microphone. Its effectiveness has also been validated in active noise attenuation using an air duct. (2) The stable adaptive control algorithm was derived to identify linear and nonlinear friction and damping factors in two-mass motor velocity feedback control systems. (3) Adaptive predistortion schemes have been given to compensate for linear and nonlinear distortions of high power amplifier used in OFDM systems. (4) Direction-of-arrival estimation methods using an array sensor have been developed in of multipath situations, and also applied in cancellation of coupling signals from a transmitter antenna.

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (32 results)

All Other

All Publications (32 results)

  • [Publications] Lianming Sun, et al.: "Identification-based predistortion scheme for high power amplifier"IEICE Trans. Fundamentals. 48-4. 874-881 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 河野 敏和, 佐野 昭: "2次経路の間接同定を必要としない能動騒音制御アルゴリズム"電子情報通信学会論文誌. J86-A-1. 9-18 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 佐野 昭, 大森 浩充: "閉ループ同定の可同定性と適応制御系の漸近安定性"計測と制御. 42-2. 93-99 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 佐野 昭: "物理モデルを補完するデータベース型予測推定技術"日本機械学会誌. 106-1011. 111-113 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Jinming Xin, Akira Sano: "Direction estimation of coherent signals using spatial signature"IEEE Signal Processing Letters. 9-12. 414-417 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Jinming Xin, Akira Sano: "Effect of subarray size on direction estimation of coherent cyclostationary signals based on forward-backward linear prediction"IEICE Trans. Fundamentals. E85A-11. 1807-1821 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Shimizu, et al.: "Active Sound and Vibration Control (Chapter 4)"IEE. 20/426 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Naito, K.Hidaka, H.Ohmori and A.Sano: "New LMS adaptive filtering for time-varying systems and its applications"IEICE Trans.A : Fundamentals. Vol.J84-A, No.6. 788-797 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Sano and L.Sun: "Output over-sampling and modeling"J.of Soc.Instrument and Control Engineers (SICE). Vol.40, No.11. 795-800 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] J.Xin and A.Sano: "MSE-based regularization approach to direction estimation of coherent narrow-band signals using linear prediction"IEEE Trans.Signal Processing. Vol.49, No.11. 2481-2497 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] L.Sun and A.Sano: "Output intersampling approach to direct closed-loop identification"IEEE Trans.Automatic Control. Vol.46, No.12. 1936-1940 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] J.Xin and A.Sano: "Effect of subarray size on direction estimation of coherent cyclostationary signals based on feedforward-backward linear prediction"IEICE Trails.Fundamentals. Vol.E85-A, No.8. 1807-1821 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Sano: "Data-based prediction methodology for complimenting model-based approach"J.of Japanese Society of Mechanical Engneers (JSME). Vol.106, No.2. 111-113 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Sano and H.Ohmori: "Identifiability of closed-loop identification and stability of adaptive control"J.of Soc.Instrument and Control Engineers (SICE). Vol.42, No.2. 93-99 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] J.Xin and A.Sano: "Direction estimation of coherent signals using spatial signature"IEEE Trans.Signal Processing Letters. Vol.9, No.12. 414-417 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Kohno, Y.Ohta and A.Sano: "Adaptive active noise control algorithm without explicit identification of secondary path dynamics"EICE Trans.A : Fundamentals. Vol.J86-A, No.1. 9-18 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] L.Sun, Y.Ding and A.Sano: "Identification-based predistortion scheme for high power amplifier"IEICE Trans.Fundamentals. Vol.E86-A, No.4. 874-881 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Shimizu, T.Kohno, H.Ohmori and A.Sano, Ed.by O, Tokhi and S.Veres: "Multichannel adaptive noise control : Stable adaptive algorithms, Active Sound and Vibration Control"IEE. 75-95 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Lianming Sun, et al.: "Identification-based predistortion scheme for high power amplifier"IEICE Trans. Fundamentals. 48-4. (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 河野 敏和, 佐野 昭: "2次経路の間接同定を必要としない能動騒音制御アルゴリズム"電子情報通信学会論文誌. J86-A-1. 9-18 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 佐野 昭, 大森 浩充: "閉ループ同定の可同定性と適応制御系の漸近安定性"計測と制御. 42-2. 93-99 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 佐野 昭: "物理モデルを補完するデータベース型予測推定技術"日本機械学会誌. 106-1011. 111-113 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Jinming Xin, Akira Sano: "Direction estimation of coherent signals using spatial signature"IEEE Signal Processing Letters. 9-12. 414-417 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Jinming Xin, Akira Sano: "Effect of subarray size on direction estimation of coherent cyclostationary signals based on forward-backward linear prediction"IEICE Trans. Fundamentals. E85A-11. 1807-1821 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Shinizu, et al.: "Active Sound and Vibration Control (Chapter 4)"IEE. 20/426 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Lianming Sun: "Output intersampling approach to direct closed-loop identification"IEEE Trans.Automatic Control. 46-12. 1936-1941 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Kouichi Hidaka: "Adaptive identification algorithms for time-varying parameters"Proc.the 40th IEEE Conf.Decision and Control. Orlando, USA. 4308-4313 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 佐野 昭: "出力オーバーサンプリングとモデリング"計測と制御. 40-11. 795-800 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Jianmin Xin: "MSE-based regularization approach to direction estimation of coherent narrowband signals using linear prediction"IEEE Trans.Signal Processing. 49-11. 2481-2497 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Toshiyuki Eda: "Adaptive compensation of nonlinearity in high power amplifier by support vector machine"Proc.IFAC Workshop on Adaptation and Learning in Control and Signal Processing. Como, Italy. 237-242 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 内藤 隆之: "時変システムに対する新しいLMS形適応フィルタとその応用"電子情報通信学会論文誌A. J84A-6. 788-797 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 前田 肇, 他: "ウェーブレット変換とその応用"朝倉書店. 176 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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