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Research on Design of Non-Model-Dased Differential Estimator and Its Application to Dynamic Sensing

Research Project

Project/Area Number 22560450
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

MATSUO Takami  大分大学, 工学部, 教授 (90181700)

Co-Investigator(Kenkyū-buntansha) HOSHINO Osamu  茨城大学, 工学部, 教授 (00303016)
SUEMITSU Haruo  大分大学, 工学部, 助教 (50162839)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords微分推定 / オブザーバ / パラメータ推定 / ソフトセンサ / 姿勢方位基準装置 / 適応オブザーバ / 厳密微分器 / 速度推定 / 加速度推定 / 適応制御理論 / 入力推定器
Research Abstract

We have proposed the adaptive velocity, acceleration, and frequency estimators based on the adaptive control theory. Especially, in, we presented two types of adaptive differentiators to estimate the first and second order derivatives of an output signal. In the case of the output signal with unknown dynamic structure, a velocity estimator was proposed based on the gradient-type adaptive update law. Then, a non-passifiable adaptive scheme was proposed using the high-gain input observer in order to design an acceleration estimator. Moreover, we compared the estimation performance of the dynamic nonlinear adaptive gain with the static nonlinear adaptive gain. Finally , we performed the experimental validation of proposed estimators with the Crossbow NAV440 that is a registered trademark of MEMSIC,Inc

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (37 results)

All 2013 2012 2011 2010 Other

All Journal Article (15 results) (of which Peer Reviewed: 14 results) Presentation (18 results) Remarks (4 results)

  • [Journal Article] Decay/Growth Rate Estimation Using Instantaneous Lyapunov Exponent2012

    • Author(s)
      Yusuke Totoki and Takami Matsuo
    • Journal Title

      Int. J. Bifurcation and Chaos

      Volume: 22-3 Issue: 03 Pages: 13-13

    • DOI

      10.1142/s0218127412500472

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 胃腫瘍性病変良悪性識別のためのコンピュータ支援診断システムの開発2012

    • Author(s)
      長野宣道,松尾孝美,友成健一朗,伊藤隆志,白石順二
    • Journal Title

      日本放射線技術学会

      Volume: 68-11 Pages: 1474-1485

    • NAID

      10031126316

    • Related Report
      2012 Final Research Report
  • [Journal Article] Regulation of Ambient GABA Levels by Neuron-Glia Signaling for Reliable Perception of Multisensory Events2012

    • Author(s)
      Osamu Hoshino
    • Journal Title

      Neural Computation

      Volume: 24-11 Pages: 2964-2993

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Performance Comparison of Velocity Estimators with MEMS-Based Inertial Sensors2012

    • Author(s)
      Yasuhiro Kawakami, Tsuyoshi Nimiya, Haruo Suemitsu and Takami Matsuo
    • Journal Title

      Proc. of 2012 International Conference on Advanced Mechatronic Systems

      Volume: CD-ROM Pages: 195-200

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Validation of Adaptive Velocity and Acceleration Estimators with MEMS-Based Inertial Sensors2012

    • Author(s)
      T.Nimiya, M.Sakamoto, Y.Kawakami, H.Suemitsu, T.Matsuo
    • Journal Title

      Proc.of The 43rd ISCIE International Symposium on Stochastic Systems Theory and Its Application

      Volume: (CD-ROM)

    • NAID

      130007377364

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Edge Detection and Feature Extraction of Gastrointestinal Radiographs Using Adaptive Differential Filter and Level Set Method2011

    • Author(s)
      Nobumichi Nagano and Takami Matsuo
    • Journal Title

      Int. J. of Advanced Mechatronic Systems

      Volume: 3-4 Pages: 279-287

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic Security Testing for Chaotic Communication Systems against Error Function Attack2011

    • Author(s)
      Tasuya Nomura, Takahiko Irie, Haruo Suemitsu, and Takami Matsuo
    • Journal Title

      IEEJ Trans. on Electrical and Electronic Engineering

      Volume: 6-5 Pages: 450-456

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Neuronal Responses Below Firing Threshold for Subthreshold Cross-Modal Enhancement2011

    • Author(s)
      Osamu Hoshino
    • Journal Title

      Neural Computation

      Volume: 23-4 Pages: 958-983

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Subthreshold Membrane Depolarization as Memory Trace for Perceptual Learning2011

    • Author(s)
      Osamu Hoshino
    • Journal Title

      Neural Computation

      Volume: 23-12 Pages: 3205-3231

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Velocity and Acceleration Estimation of an Electric Throttle System by Adaptive Differential Filter2011

    • Author(s)
      T.Nimiya, H.Suemitsu, T.Matsuo, S.Umerujan, K.Nakano
    • Journal Title

      Proc.of IEEE/SICE-SII2011

      Volume: (CD-ROM) Pages: 409-414

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nonmodel-Based Estimation for Velocity andAcceleration by Adaptive Identification Method2010

    • Author(s)
      Tatsuya Nomura, Yuta Kitsuka and Takami Matsuo
    • Journal Title

      IEEJ Trans. on Electrical and Electronic Engineering

      Volume: 5-3 Pages: 372-374

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local intracortical circuitry not only for feature binding but also for rapid neuronal responses2010

    • Author(s)
      Yusuke Totoki, Takami Matsuo, Meihong Zheng, and Osamu Hoshino
    • Journal Title

      Cognitive Processing

      Volume: 11 Pages: 347-357

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Nonmodel-Based Estimation for Velocity and Acceleration by Adaptive Identification Method2010

    • Author(s)
      Tatsuya Nomura, Yuta Kitsuka, Takami Matsuo
    • Journal Title

      IEEJ Trans.on Electrical and Electronic Engineering

      Volume: 5 Pages: 372-374

    • NAID

      10027369053

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-Model-Based Velocity and Acceleration Estimators for a Suspension System with Parallel Connection of a Hydraulic Actuator2010

    • Author(s)
      Yuta Kitsuka, Tsuyoshi Nimiya, Haruo Suemitsu, Takami Matsuo
    • Journal Title

      Proc.of 2010 IEEE Multi-Conference on Systems and Control

      Pages: 549-554

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Alteration of Ambient GABA by Phasic and Tonic Neuronal Activation2010

    • Author(s)
      Osamu Hoshino
    • Journal Title

      Neural Computation

      Volume: 22 Pages: 1358-1382

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] オートチューニング微分推定器の性能評価2013

    • Author(s)
      江口泰史,川上裕大,末光治雄,松尾孝美
    • Organizer
      第13回制御部門大会
    • Place of Presentation
      福岡
    • Year and Date
      2013-03-08
    • Related Report
      2012 Final Research Report
  • [Presentation] オートチューニング微分推定器の性能評価2013

    • Author(s)
      江口泰史,川上裕大,末光治雄,松尾孝美
    • Organizer
      第13回制御部門大会
    • Place of Presentation
      アクロス福岡
    • Related Report
      2012 Annual Research Report
  • [Presentation] 慣性計測機器を用いたモデルフリー加速度推定器の性能検証2012

    • Author(s)
      川上裕大,江口 泰史,末光 治雄,松尾 孝美
    • Organizer
      第13回システムインテグレーション部門講演会
    • Place of Presentation
      福岡
    • Year and Date
      2012-12-19
    • Related Report
      2012 Final Research Report
  • [Presentation] 適応ゲインのオートチューニングと微分推定器への応用2012

    • Author(s)
      江口泰史,川上裕大,末光治雄,松尾孝美
    • Organizer
      第31回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      熊本
    • Year and Date
      2012-12-08
    • Related Report
      2012 Final Research Report
  • [Presentation] 反復学習オブザーバを用いた速度・加速度推定器設計と性能検証2012

    • Author(s)
      江口泰史,川上裕大,末光治雄,松尾孝美
    • Organizer
      第55回自動制御連合講演会
    • Place of Presentation
      京都
    • Year and Date
      2012-11-18
    • Related Report
      2012 Final Research Report
  • [Presentation] Performance Comparison of Velocity Estimators with MEMS-Based Inertial Sensors2012

    • Author(s)
      Yasuhiro Kawakami, Tsuyoshi Nimiya, Haruo Suemitsu and Takami Matsuo
    • Organizer
      Proc. Of 2012 International Conference on Advanced Mechatronic Systems
    • Place of Presentation
      東京
    • Year and Date
      2012-09-19
    • Related Report
      2012 Final Research Report
  • [Presentation] Swing-Up and Stabilizing Control of an Inverted Pendulum by Two Step Control Method2012

    • Author(s)
      Kotaro Mihara, Junichi Yokoyama, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      Proc. Of 2012 International Conference on Advanced Mechatronic Systems
    • Place of Presentation
      東京
    • Year and Date
      2012-09-19
    • Related Report
      2012 Final Research Report
  • [Presentation] 慣性計測機器を用いたモデルフリー速度・加速度推定器の推定性能比較2012

    • Author(s)
      川上裕大, 荷宮剛, 末光治雄, 松尾孝美
    • Organizer
      第12回計測自動制御学会制御部門大会
    • Place of Presentation
      奈良県文化会館
    • Year and Date
      2012-03-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Velocity and Acceleration Estimation of an Electric Throttle System by Adaptive Differential Filter2011

    • Author(s)
      Tsuyoshi Nimiya, Haruo Suemitsu, Takami Matsuo, Sawut Umerujan, and Kazushi Nakano
    • Organizer
      Proc. of IEEE/SICE-SII2011
    • Place of Presentation
      京都
    • Year and Date
      2011-12-21
    • Related Report
      2012 Final Research Report
  • [Presentation] Stochastic Evaluation of Dissipative Observer for Multivalued Nonlinear System with Coulomb Friction2011

    • Author(s)
      Teppei Hiroshige, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      Proc. of IEEE/SICE-SII2011
    • Place of Presentation
      京都
    • Year and Date
      2011-12-21
    • Related Report
      2012 Final Research Report
  • [Presentation] Experimental Validation of Adaptive Velocity and Acceleration Estimators with MEMS-Based Inertial Sensors2011

    • Author(s)
      Tsuyoshi Nimiya, Masayasu Sakamoto, Yasuhiro Kawakami, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      Proceedings of the 43rd ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      滋賀
    • Year and Date
      2011-10-29
    • Related Report
      2012 Final Research Report
  • [Presentation] 適応微分フィルタを用いた電子制御スロットルの状態推定2010

    • Author(s)
      荷宮 剛,木束裕太,松尾孝美,ウメルジャン サウット,中野和司
    • Organizer
      第53回自動制御連合講演会
    • Place of Presentation
      高知
    • Year and Date
      2010-11-04
    • Related Report
      2012 Final Research Report
  • [Presentation] 適応微分フィルタを用いた電子制御スロットルの状態推定2010

    • Author(s)
      荷宮剛, 木束裕太, 松尾孝美, ウメルジャンサウット, 中野和司
    • Organizer
      第53回自動制御連合講演会
    • Place of Presentation
      高知市
    • Year and Date
      2010-11-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] Non-Model-Based Velocity and Acceleration Estimators for a Suspension System with Parallel Connection of a Hydraulic Actuator2010

    • Author(s)
      Yuta Kitsuka, Tsuyoshi Nimiya, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      proc. of 2010 IEEE Multi-Conference on Systems and Control
    • Place of Presentation
      横浜
    • Year and Date
      2010-09-09
    • Related Report
      2012 Final Research Report
  • [Presentation] Adaptive Estimation of Firing Patterns of Hindmarsh-Rose Neurons and Synchronization Detection with Instantaneous Lyapunov Exponents2010

    • Author(s)
      Ryuta Ito, Yusuke Totoki, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      proc. of SICE Annual Conference 2010
    • Place of Presentation
      台北,台湾
    • Year and Date
      2010-08-19
    • Related Report
      2012 Final Research Report
  • [Presentation] Feedback Control of a Suspension System with Non-Model-Based Velocity and Acceleration Estimators2010

    • Author(s)
      Yuta Kitsuka, Tsuyosi Nimiya, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      proc. of SICE Annual Conference 2010
    • Place of Presentation
      台北,台湾
    • Year and Date
      2010-08-19
    • Related Report
      2012 Final Research Report
  • [Presentation] Adaptive Estimation of Velocity and Acceleration with High Gain Input Observer2010

    • Author(s)
      Yuta Kitsuka, Tatsuya Nomura, Haruo Suemitsu, and Takami Matsuo
    • Organizer
      proc. of Int Conf. on Modelling, Identification and Control
    • Place of Presentation
      東京
    • Year and Date
      2010-07-18
    • Related Report
      2012 Final Research Report
  • [Presentation] 適応同定手法による非モデルベース微分推定器設計とアクティブサスペンション系への応用2010

    • Author(s)
      木束裕太,野村達八,末光治雄,松尾孝美
    • Organizer
      第54回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2010-05-20
    • Related Report
      2012 Final Research Report
  • [Remarks]

    • URL

      http://matlab0.hwe.oita-u.ac.jp/

    • Related Report
      2012 Final Research Report
  • [Remarks] 松尾研究室

    • URL

      http://matlab0.hwe.oita-u.ac.jp/

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://matlab0.hwe.oita-u.ac.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://matlab0.hwe.oita-u.ac.jp/research.html

    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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