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Studies on Subspace-based Modeling and Active Control for Flexible Structures Subjected to Seismic and Wind Disturbances

Research Project

Project/Area Number 16360046
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionKyoto Institute of Technology

Principal Investigator

OUSUMI Akira  Kyoto Institute of Technology, Graduate School of Science and Technology, Professor, 工芸科学研究科, 教授 (70027902)

Co-Investigator(Kenkyū-buntansha) OHSE Nagato  Kyoto Institute of Technology, Graduate School of Science and Technology, Associate Professor, 工芸科学研究科, 助教授 (70027928)
SAWADA Yuichi  Kyoto Institute of Technology, Graduate School of Science and Technology, Associate Professor, 工芸科学研究科, 助教授 (80273548)
IJIMA Hiroshi  Advanced Technology Center, Technical Specialist, 高度技術支援センター, 技術専門職員 (90397604)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥15,400,000 (Direct Cost: ¥15,400,000)
Fiscal Year 2006: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2005: ¥2,500,000 (Direct Cost: ¥2,500,000)
Fiscal Year 2004: ¥10,900,000 (Direct Cost: ¥10,900,000)
KeywordsSubspace identification / Flexible structure / Stochastic system / Active control / 部分空間同定 / 振動制御
Research Abstract

The purpose of this research is threefold : (i) to establish the mathematical model from input and output data for flexible structures such as high-rise buildings subjected to such random disturbances as wind and/or earthquake-induced acceleration, (ii)) to develop the active control algorithm, and (iii) to perform the experiments using scale model of the high-rise building.
The modeling of the structure was performed by introducing the subspace-based system identification method that was established by the head investigator for continuous-time stochastic linear systems. As for the control algorithm, the method of functionally assigned control (FAC) was employed which was also developed by the head investigator. The FAC method consists of two controllers one of which acts against the random vibrations due. to wind forces and the other against the earthquake-induced random forces :
An experimental model of scale 1/200 was constructed and experiments of the active control were constructed … More based on the mathematical model established by subspace-based identification. The whole method of modeling and control was successfully established.
The research has been done as follows:
(i) For Fiscal 2004 : The modeling algorithm was established using the input and output data. Established the active. control method and checked by computer simulation works. An experimental model of scale 1/200 for the 50-story building of 200 m high with floor space 40x40 m^2.
(ii) For Fiscal 2005 : Constructed the subspace-based identification algorithm including the estimation of the Kalman filter gain matrix. Experiments were conducted using the scale model that was constructed in the former year.
(iii) For Fiscal 2006 : The experiments were performed with computer implementation of FAC incorporating with the predictive control. The bi-axial control was realized using the x-and y-axial actuators that were equipped at the top of the model structure. The effectiveness of the control method was verified by experiments. Less

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (55 results)

All 2006 2005 2004 Other

All Journal Article (55 results)

  • [Journal Article] On the Tuning of User-defined Parameters in Distribution-based 4SID Method for Continuous-time Systems2006

    • Author(s)
      M.Mizuno, S.Fujikawa, K.Kameyama, A.Ohsumi
    • Journal Title

      第50回システム制御情報学会研究発表講演会論文集

      Pages: 41-42

    • NAID

      130004667821

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Identification of Multi-story Structures via Subspace-based Identification and Control : Experimental Study2006

    • Author(s)
      T.Iwasa, K.Kameyama, A.Ohsumi
    • Journal Title

      第50回システム制御情報学会研究発表講演会論文集

      Pages: 299-300

    • NAID

      130004667754

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Subspace Identification of the Sysid2006 Benchmarks via Distribution-based Approach2006

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 14^<th> IFAC Symp. on System Identification, Newcastle (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Seismic Waves Using Chirp Signals and Simulations2006

    • Author(s)
      A.Ohsumi, A.Ueda
    • Journal Title

      Int. J. of Innovative Computing, Information and Control 2・5

      Pages: 1053-1068

    • NAID

      130007377116

    • 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
  • [Journal Article] 定常化操作による非定常雑音に埋もれた信号の検出の一手法2006

    • Author(s)
      井嶋博, 大住晃, 奥井亮
    • Journal Title

      電子情報通信学会論文誌(A編) J89A・6

      Pages: 535-543

    • NAID

      110007384404

    • 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
  • [Journal Article] Time-Delay Estimation of Signals in Nonstationary Random Noise via Stationarization and Wigner Distribution-Based Approach2006

    • Author(s)
      H.Ijima, A.Ohsumi, S.Yamaguchi
    • Journal Title

      Proc. of 14^<th> European Signal Processing Conf., Florence, Italy (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Nonlinear Parametric Estimation for Signals in Nonstationary Random Noise via Stationarization and Wigner Distribution2006

    • Author(s)
      H.Ijima, A.Ohsumi, S.Yamaguchi
    • Journal Title

      Proc. Of 2006 Int. Sysmp. On Nonlinear Theroy and its Applic., Bologna, Italy

      Pages: 851-854

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Subspace-based Prediction of Linear Time-varying Stochastic Systems2006

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Automatica 42(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Subspace Identification of the SYSID2006 Benchmarks via Distribution-based Approach2006

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 14^<th> IFAC Symp. on System Identification, Newcastle

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Seismic Waves Usin Chirp Signals and Simulations2006

    • Author(s)
      A.Ohsumi, A.Ueda
    • Journal Title

      Int.J. of Innovative Computing, Information and Control 2-5

      Pages: 1053-1068

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 0 the Tuning of User-defined Parameters in Distribution-base 4SID Method for Continuous-time Systems2006

    • Author(s)
      M.Mizuno, S.Fujikawa, K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 50^<th> ISCIE Annual Conf. (SCT06)

      Pages: 41-42

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Identification of Multi-story Structures via Subspace-based Identification and Control : Experimental Study2006

    • Author(s)
      T.Iwasa, K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 50^<th> ISCIE Annual Conf. (SCT06)

      Pages: 299-300

    • NAID

      130004667754

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Method of Detection of Signals Corrupted by Nonstationary Random Noise via Stationarization of the Data2006

    • Author(s)
      H.Ijima, A.Ohsumi, R.Okui
    • Journal Title

      Trans. of IEICE J89A-6

      Pages: 535-543

    • NAID

      110007384404

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Time-Delay Estimation of Signals. in Nonstationary Random Noise via Stationarization and Wigner Distribution-based Approach2006

    • Author(s)
      H.Ijima, A.Ohsumi, S.Yamaguchi
    • Journal Title

      Proc. of 14^<th> European Signal Processing Conf. (EUSIPCO 2006), Florence, Italy

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Nonlinear Parametric Estimation for Signals. in Nonstationary Random Noise via Stationarization and Wigner Distribution2006

    • Author(s)
      H.Ijima, A.Ohsumi, S.Yamaguchi
    • Journal Title

      Proc. of 2006 Int.Sysmp. on Nonlinear Theory and its Applic. (NOLTA 2006), Bologna, Italy

      Pages: 851-854

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Subspace Identification of the SYSID2006 Benchmarks via Distribution-based Approach2006

    • Author(s)
      K.Kameyana, A.Ohsumi
    • Journal Title

      Proc. 14^<th> IFAC Symp. on System Identification (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Identification of Multi-story Structures via Subspace-based Identification and Control : Experimental Study2006

    • Author(s)
      T.Iwasa, K.Kameyama, A.Ohsumi
    • Journal Title

      第50回システム制御情報学会研究発表講演会

      Pages: 299-300

    • NAID

      130004667754

    • Related Report
      2006 Annual Research Report
  • [Journal Article] On the Tuning of User-defined Parameters in Distributed-based 4SID Method for Continuous-time Systems2006

    • Author(s)
      M.Mizuno, S.Fujikawa, K.Kameyama, A.Ohsumi
    • Journal Title

      第50回システム制御情報学会研究発表講演会

      Pages: 41-42

    • NAID

      130004667821

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Time-Delay Estimation of Signals in Nonstationary Random Noise via Stationarization and Wigner Distribution-based Approach2006

    • Author(s)
      H.Ijima, A.Ohsumi, S.Yamaguchi
    • Journal Title

      Pro. 14^<th> European Signal Processing Conf. (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Recursive 4SID-based Identification Algorithm with Fixed Input-Output Data Size2005

    • Author(s)
      K.Kameyama, A.Ohsumi, Y.Matsuura, K.Sawada
    • Journal Title

      Int. J. of Innovative Computing, Information and Control 1・1

      Pages: 17-33

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive Subspace Prediction of Linear Time-varying Stochastic Systems2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 16^<th> IFAC World Congress, Prague (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Improved Subspace Prediction Algorithm for Linear Time-varying Systems2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of SICE Annual Conf. in Okayama

      Pages: 252-257

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 部分空間同定法に基づいた線形時変確率システムの予測とその逐次アルゴリズム2005

    • Author(s)
      亀山建太郎, 大住晃
    • Journal Title

      システム制御情報学会論文誌 18・11

      Pages: 410-419

    • NAID

      10016808129

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Seismic Waves Using Chirp Signals and Simulations2005

    • Author(s)
      A.Ohsumi, A.Ueda
    • Journal Title

      Proc. of 37^<th> ISCIE Int. Symp. on Stochastic Systems Theory and its Applic.

      Pages: 258-265

    • NAID

      130007377116

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 地震を受ける構造物のアクティブ振動制御 : 縮尺模型による実験2005

    • Author(s)
      澤田淳, 亀山建太郎, 大住晃
    • Journal Title

      第49回システム制御情報学会研究発表講演会論文集

      Pages: 453-454

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 多層構造物のモードパラメータの部分空間同定法による推定 : 実験による検証2005

    • Author(s)
      澤田健峰, 大住晃, 亀山建太郎
    • Journal Title

      第49回システム制御情報学会研究発表講演会論文集

      Pages: 465-466

    • NAID

      130006983498

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 建築構造物のモードパラメータの連続時間部分空間同定法による推定と実験2005

    • Author(s)
      澤田健峰, 亀山建太郎, 藤川智史, 大住晃
    • Journal Title

      第48回自動制御連合講演会論文集

      Pages: 611-612

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive 4SID-based Identification Algorithm with Fixed Input-Output Data Size2005

    • Author(s)
      K.Kameyama, A.Ohsuini, Y.Matsuura, K.Sawada
    • Journal Title

      Int.J. of Innovative Computing, Information and Control 1-1

      Pages: 17-33

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive Subspace Prediction of Linear Time-varying Stochastic Systems2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Porc. of 16th IFAC World Congress, Prague

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Improved Subspace Prediction Algorithm for Linear Time-varying Systems2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of SICE Annual Conf in Okayama

      Pages: 252-257

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Prediction of Linear Time-varying Stochastic Systems based on the. Subspace Identification Method and its Recursive Algorithm2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Trans. Of ISCIE 18-11

      Pages: 410-419

    • NAID

      10016808129

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Seismic Waves Usin Chirp Signals and Simulations2005

    • Author(s)
      A.Ohsumi, A.Ueda
    • Journal Title

      Proc. of 37^<th> ISCIE Int.Symp. on Stochasitic Systems Theory and its Applic.

      Pages: 258-265

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Active Control for Structures Subjected to Earthquake-induced Excitation : An Experimental Study Using a Reduced-scale Model2005

    • Author(s)
      J.Sawada, K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 49^<th> ISCIE Annual Conf. (SCT05)

      Pages: 453-454

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Model Parameters of a. Multi-story Structure via Subspace Method : Verfication by an Experiment Using Scale Model2005

    • Author(s)
      K.Sawada, A.Ohsumi, K.Kameyama
    • Journal Title

      Proc. of 49^<th>, ISCIE Annual Conf. (SCT05)

      Pages: 465-466

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Modal Parameters of a Multi-story Stucture via Continuous-time 4SID Method and Experiments2005

    • Author(s)
      K.Sawada, K.Kameyama, S.Fujikawa, A.Ohsumi
    • Journal Title

      Proc. of 48^<th> Joint Automatic Control Conf.

      Pages: 811-814

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive 4SID-based Identification Algorithm with Fixed Input-Output Data Size2005

    • Author(s)
      K.Kameyama, A.Ohsumi, Y.Matsumura, K.Sawada
    • Journal Title

      Int.J.Innovative Computing, Information and Control 1-1

      Pages: 17-33

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 地震動を受ける構造物のアクティブ振動制御:縮尺模型による実験2005

    • Author(s)
      澤田淳, 亀山建太郎, 大住晃
    • Journal Title

      第49回システム制御情報学会研究発表講演会

      Pages: 453-454

    • NAID

      130006983534

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 多層構造物のモードパラメータの部分空間同定法による推定:実験による検証2005

    • Author(s)
      澤田健峰, 大住晃, 亀山健太郎
    • Journal Title

      第49回システム制御情報学会研究発表講演会

      Pages: 465-466

    • NAID

      130006983498

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Modeling of Seismic Waves Using Chirp Signals and Simulations2005

    • Author(s)
      A.Ohsumi, A.Ueda
    • Journal Title

      第49回システム制御情報学会研究発表講演会

      Pages: 611-612

    • NAID

      130007377116

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Recursive Subspace Prediction of Linear Time-varying Stochastic Systems2005

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc.16th IFAC World Congress

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Modeling of Wind Profile Gratifying Given Power and Cross Spectra2005

    • Author(s)
      J.Minato, A.Ohsumi
    • Journal Title

      Proc.36th Int.Symp.Stochastic Systems Theory and its Applic.

      Pages: 120-125

    • NAID

      130007377126

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Recursive 4SID-Based Identification Algorithm with Fixed Input-Output Data Size2005

    • Author(s)
      K.Kameyama, A.Ohsumi, Y.Matuura, K.Sawada
    • Journal Title

      International Journal of Innovative Computing, Information and Control 1・1

      Pages: 17-33

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 入出力データ量を固定した逐次部分空間同定アルゴリズム2004

    • Author(s)
      亀山建太郎, 松浦雄司, 大住晃
    • Journal Title

      システム制御情報学会論文誌 17・12

      Pages: 517-527

    • NAID

      10014152076

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Prediction of Discrete-Time Time-varying Systems via 4SID Method2004

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of SICE Annual Conf. In Sapporo

      Pages: 1378-1383

    • NAID

      130005441109

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive Implementation of 4SID Prediction for stochastic Time-varying Systems2004

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 36^<th> ISCVIE Int. Symp. on Stochastic Systems Theory and its Applic.

      Pages: 86-101

    • NAID

      130007377059

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Wind Profile Gratifying Given Power and Cross Spectra2004

    • Author(s)
      J.Minato, A.Ohsumi
    • Journal Title

      Proc. of 36^<th> ISCIE Int. Symp. on Stochasitc Systems Theory and its Applic.

      Pages: 120-125

    • NAID

      130007377126

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive Subspace-based Algorithm Using Fixed Input-Output Data2004

    • Author(s)
      K.Kameyama, Y.Matsuura, A.Ohsumi
    • Journal Title

      Trans. Of ISCIE 17-12

      Pages: 517-527

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recursive Implementation of 4SID Prediction for Stochastic Time-varying Systems2004

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Proc. of 36th ISCIE Int.Symp. on Stochasitic Systems Theory and its Applic.

      Pages: 86-101

    • NAID

      130007377059

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Modeling of Wind Profile Gratifying Given Power and Cross Spectra2004

    • Author(s)
      J.Minato, A.Ohsumi
    • Journal Title

      Proc. of 36th ISCIE Int.Symp. on Stochasitic Systems Theory and its Applic.

      Pages: 120-125

    • NAID

      130007377126

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 入出力データ量を固定した逐次部分空間同定アルゴリズム2004

    • Author(s)
      亀山, 松浦, 大住
    • Journal Title

      システム制御情報学会論文誌 17・12

      Pages: 517-527

    • NAID

      10014152076

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Parameter Estimation of Chirp Signals In Random Noise Using Wigner Distribution2004

    • Author(s)
      H.Ijima, A.Ohsumi, I.Diurovic
    • Journal Title

      Proceedings of 47th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS2004)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Motion Parameters Estimation by New Propagation Approach and Time-Frequency Representations2004

    • Author(s)
      I.Djurovic, Sj.Stankovic, A.Ohsumi, H.Ijima
    • Journal Title

      Signal Processing : Image Communication Vol.19

      Pages: 755-770

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Prediction of Discrete-time Time-varying Systems via 4SID Method2004

    • Author(s)
      A.Ohsumi, K.Kameyama
    • Journal Title

      Proc.SICE Annual Conference in Sapporo

      Pages: 1378-1383

    • NAID

      130005441109

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Parameter Estimation of FM Signals in Random Noise Using Wigner Distribution2004

    • Author(s)
      A.Ohsumi, H.Ijima, I.Djurovic
    • Journal Title

      Proc.SICE Annual Conference in Sapporo

      Pages: 1417-1420

    • NAID

      130005441337

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Subspace-based Prediction of Linear Time-varying Stochastic Systems

    • Author(s)
      K.Kameyama, A.Ohsumi
    • Journal Title

      Automatica (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary

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Published: 2004-04-01   Modified: 2016-04-21  

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