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Adaptive IdentificationAlgorithms of Nonlinear Systems with their Applications

Research Project

Project/Area Number 17560399
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, Faculty of Science and Thchnology, Professor, 理工学部, 教授 (10051765)

Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,700,000 (Direct Cost: ¥3,700,000)
Fiscal Year 2006: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 2005: ¥2,200,000 (Direct Cost: ¥2,200,000)
KeywordsNonlinear system identification / Adaptive identification / MR damper / Closed-loop identification / Adaptive control / Vibration isolation / Array antenna / Nonlinear amplifier / 閉ループ固定 / 適応フィルタ / システム同定 / 適応アレー信号処理 / 学習制御
Research Abstract

Identification of a nonlinear system plays an important role in model-based approaches in nonlinear control system design and nonlinear signal processing for wireless communication. The main purpose of the project is to construct and evaluate effective and systematic nonlinear identification algorithms for a specific class of systems to solve complicated modeling issues by formulating them in a nonlinear system identification framework. The results are summarized as follows :
(1)A new fully adaptive control scheme is proposed for vibration isolation using a semi-active MR damper installed between ground and first floor, which is composed of two adaptive controllers. One is an adaptive inverse controller which can give necessary input voltage to MR damper so as to generate specified reference damping force acted on a controlled structure. The other is an adaptive reference controller which can match the dynamics of the first floor of structure to a desired reference dynamics. The propose … More d fully adaptive approach can deal with both uncertainties in models of MR damper and structure. The stability of the total system including the two adaptation mechanisms is discussed and the stability conditions are clarified. Experimental results are also shown to validate the effectiveness of the proposed adaptive scheme.
(2)Since the information is taken on the complex amplitude in the OFDM transmission, compensation of the nonlinearity of power amplifier is a significant issue. The project proposed the new adaptive predistorter which can compensate for nonlinear distortion as well as can maximize the power efficiency. The new adaptive coupling cancellation algorithm was also proposed in which all of the transmission path dynamics are identified and convergence conditions are clarified.
(3)Localization of mobile station in urban multipath environments by using an array antenna is formulated as a new nonlinear parameter identification issue, where the direction and angle spread of scattered sources produced by the station are estimated by the array signal processing, and the source location can also be estimated so that the error between the direction and angle spread calculated by the ray tracing method and those estimated by the array antenna. Its effectiveness was validated by outdoor experiments. Autocalibration of array antenna is also regarded as a nonlinear identification problem, and the idea was applied to Capon method. Detection of the number of correlated signals by array antenna is also investigated and a simple but effective method was proposed based on improvements of QR decomposition. Less

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (32 results)

All 2007 2006 2005

All Journal Article (31 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] A blind approach to closed-loop identification of Hammerstein systems2007

    • Author(s)
      J.Wang, A.Sano, D.Shook, T.Chen, B.Huang
    • Journal Title

      International Journal of Control Vol.80, No.2

      Pages: 302-313

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 無線通信・音響分野における適応信号処理とシステム同定の役割2007

    • Author(s)
      佐野 昭
    • Journal Title

      計測と制御 Vol.46, No.3

      Pages: 192-198

    • NAID

      10018868446

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Simple and efficient nonparametric method for estimating the number of signals without eigendecomposition2007

    • Author(s)
      Jinming Xin, Akira Sano
    • Journal Title

      IEEE Trans. Signal Processing Vol.55, No.4

      Pages: 1405-1420

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive signal processing and system identification in wireless communication and acoustics2007

    • Author(s)
      A.Sano
    • Journal Title

      Journal of SICE (in Japanese) Vol.46, No.3

      Pages: 192-198

    • NAID

      10018868446

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Simple and efficient nonparametric method for estimating the number of signals without eigendecomposition2007

    • Author(s)
      J.Xin, N.Zheng, A.Sano
    • Journal Title

      IEEE Trans. Signal Processing Vol.55, No.4

      Pages: 1405-1420

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Simple and efficient nonparametric method for etimating the number of signals without eigendecomposition2007

    • Author(s)
      Jinming Xin, Akira Sano
    • Journal Title

      IEEE Trans. Signal Processing Vol. 55, No. 4

      Pages: 1405-1420

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A blind approach to closed-loop identification of Hammerstein systems2007

    • Author(s)
      J.Wang, A.Sano, D.Shook, T.Chen, B.Huang
    • Journal Title

      International Journal of Control Vol. 80, No. 2

      Pages: 302-313

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 無線通信・音響分野における適応信号処理とシステム同定の役割2007

    • Author(s)
      佐野 昭
    • Journal Title

      計測と制御(計測自動制御学会会誌) Vol. 46, No. 3

      Pages: 192-198

    • NAID

      10018868446

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Auto-calibration algorithm for robust Capon beamforming2006

    • Author(s)
      Shohei Kikuchi, Hiroyuki Tsuji, Akira Sano
    • Journal Title

      IEEE Antenna and Wireless Propagation Letter Vol.5

      Pages: 251-255

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Blind mobile positioning in urban environment based on ray-tracing analysis2006

    • Author(s)
      Shohei Kikuchi, Hiroyuki Tsuji, Akira Sano
    • Journal Title

      EURASIP Journal on Applied Signal Processing, Special Issue on Wireless Location Technologies Vol.2006

      Pages: 1-12

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Iterative Tuning of Feedforward and Feedback Controllers with Physical Parameter Identification for Two Mass System2006

    • Author(s)
      Itthisek Nilkhamhang, Akira Sano
    • Journal Title

      電気学会論文誌 Vol.126-C, No.4

      Pages: 533-541

    • NAID

      10017539465

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] OFDM系SFN中継における回り込みの適応キャンセリング2006

    • Author(s)
      孫 連明, 佐野 昭
    • Journal Title

      電子情報通信学会論文誌 Vol.J89-A, No.10

      Pages: 801-813

    • NAID

      110007384339

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] MRダンパの適応同定と振動制御への応用2006

    • Author(s)
      坂井千春, 寺澤崇, 佐野昭
    • Journal Title

      計測自動制御学会論文誌 Vol.42, No.10

      Pages: 1117-1125

    • NAID

      10018317094

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive identification of MR damper with application to vibration control2006

    • Author(s)
      C.Sakai, T.Terasawa, A.Sano
    • Journal Title

      Trans. SICE (in Japanese) Vol.42, No.10

      Pages: 1117-1125

    • NAID

      10018317094

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive coupling wave cancellation for SFN relay station in OFDM systems2006

    • Author(s)
      L.Sun, A.Sano
    • Journal Title

      Trans IEICE Fundamentals (in Japanese) Vol.J89A, No.10

      Pages: 801-813

    • NAID

      110007384339

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Pair matching method for estimating 2-D angle of arrival with a cross con-elation matrix2006

    • Author(s)
      S.Kikuchi, H.Tsuji, A.Sano
    • Journal Title

      IEEE Antenna and Wireless Propagation Letter Vol.5

      Pages: 35-40

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Blind mobile positioning in urban environment based on ray-tracing analysis2006

    • Author(s)
      S.Kikuchi, H.Tsuji, A.Sano
    • Journal Title

      EURASIP Journal on Applied Signal Processing, Special Issue on Wireless Location Technologies and Applications

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Auto-calibration algorithm for robust Capon beamforming2006

    • Author(s)
      S.Kikuchi, H.Tsuji, A.Sano
    • Journal Title

      IEEE Antenna and Wireless Propagation Letter Vol. 5

      Pages: 251-255

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Iterative tuning of feedforward and feedback controllers with physical parameter identification for two mass system2006

    • Author(s)
      I.Nilkhamhang, A.Sano
    • Journal Title

      Trans IEEJ (in Japanese) Vol.126-C, No.4

      Pages: 533-541

    • NAID

      10017539465

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Auto-calibration algorithm for robust Capon beamforming2006

    • Author(s)
      Shohei Kikuchi, Hiroyuki Tsuji, Akira Sano
    • Journal Title

      IEEE Antenna and Wireless Propagation Letter Vol. 5

      Pages: 251-255

    • Related Report
      2006 Annual Research Report
  • [Journal Article] OFDM系SFN中継における回り込みの適応キャンセリング2006

    • Author(s)
      孫 連明, 佐野 明
    • Journal Title

      電子情報通信学会論文誌 Vol. J89-A, No. 10

      Pages: 801-813

    • NAID

      110007384339

    • Related Report
      2006 Annual Research Report
  • [Journal Article] MRダンパの適応同定と振動制御への応用2006

    • Author(s)
      坂井千春, 寺澤崇, 佐野昭
    • Journal Title

      計測自動制御学会論文誌 Vol. 42, No. 10

      Pages: 1117-1125

    • NAID

      10018317094

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Pair matching method for estimating 2-D angle of arrival with a cross correlation matrix2006

    • Author(s)
      Shohei Kikuchi, HiroyukiTsuji, Akira Sano
    • Journal Title

      IEEE Antenna and Wireless Propagation Letter Vol.5, No.1

      Pages: 35-40

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Iterative Tuning of Feedforward and Feedback Controllers with Physical Parameter Identification for Two Mass System2006

    • Author(s)
      Itthisek Nilkhamhang, Akira Sano
    • Journal Title

      電気学会論文誌C Vol.126, No.4(印刷中)

    • NAID

      10017539465

    • Related Report
      2005 Annual Research Report
  • [Journal Article] サイクリックスペクトル解析に基づいた閉ループ系の直接同定法2005

    • Author(s)
      孫 連明, 佐野 昭
    • Journal Title

      計測自動制御学会論文集 Vol.41, No.11

      Pages: 894-902

    • NAID

      10016867944

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Efficient subspace-based algorithm for adaptive bearing estimation and tracking2005

    • Author(s)
      Jinming Xin, Akira Sano
    • Journal Title

      IEEE Trans. Signal Processing Vol.53, No.12

      Pages: 4485-4505

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Efficient subspace-based algorithm for adaptive bearing estimation and tracking2005

    • Author(s)
      J.Xin, A.Sano
    • Journal Title

      IEEE Trans. Signal Processing Vol.53, No.12

      Pages: 4485-4505

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Cyclic-spectra based approach to direct closed-loop identification2005

    • Author(s)
      L.Sun, A.Sano
    • Journal Title

      Trans. SICE (in Japanese) Vol.41, No.11

      Pages: 894-902

    • NAID

      10016867944

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Accelerated adaptive algorithm with application to direction-of-arrival estimation by subspace tracking2005

    • Author(s)
      Shohei Kikuchi, Akira Sano
    • Journal Title

      IEICE Trans.Fundamentals, Vol.E88-A, No.8

      Pages: 2131-2142

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 回り込み干渉をもつOFDM系SFN中継局伝達特性の同定2005

    • Author(s)
      孫 連明, 佐野 昭
    • Journal Title

      電子情報通信学会論文誌 Vol.E88-A, No.9

      Pages: 1045-1054

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Efficient subspace-based algorithm for adaptive bearing estimation and tracking2005

    • Author(s)
      Jinming Xin, Akira Sano
    • Journal Title

      IEEE Trans.Signal Processing Vol.53, No.12

      Pages: 4485-4505

    • Related Report
      2005 Annual Research Report
  • [Patent(Industrial Property Rights)] 増幅回路及び無線通信装置2007

    • Inventor(s)
      福岡 隆, 佐野 昭
    • Industrial Property Rights Holder
      住電オプコム(株), 慶大
    • Industrial Property Number
      2007-010181
    • Filing Date
      2007-01-19
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary

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Published: 2005-04-01   Modified: 2016-04-21  

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