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State estimation by irregular rate sampling and real-time system identification of filter-bank-interpolation type

Research Project

Project/Area Number 15K06141
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionNara Institute of Science and Technology

Principal Investigator

Sugimoto Kenji  奈良先端科学技術大学院大学, 情報科学研究科, 教授 (20179154)

Co-Investigator(Kenkyū-buntansha) 松原 崇充  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (20508056)
南 裕樹  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (00548076)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2017: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords制御理論 / 状態推定 / サンプル値 / フィードフォワード / オンライン同定 / 適応学習制御 / システム同定 / 連続と離散 / 動的システム
Outline of Final Research Achievements

We conducted two reseach themes related to discretization of continuous quantity in control system design theory, namely a) developing a model-based state estimation mehotd by irregular rate sampling; and b) real time system identification of filter-bank interpolation type in feedforward learning control. As for a), we suceeded in developing design methods via switched Lyapunov function, which generalizes a common Lyapunov function approach by our past research. We further verified effectiveness of the methods experimentally by hovering flight of multi-copter (drone). As for b), on the other hand, we have developed various feedforward control design methods, but have not yet progressed so mcuh in filter-bank interpolation because of computational load issues.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (29 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (26 results) (of which Int'l Joint Research: 8 results) Book (1 results)

  • [Journal Article] Direct Tuning in Feedback Error Learning Control and Its Generalization to Non-Minimum Phase Plant2017

    • Author(s)
      Kenji Sugimoto, Wataru Imahayashi
    • Journal Title

      Proceedings of 20th IFAC World Congress

      Volume: TuM16.3 Pages: 549-5498

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tolerance to Temporal Sensing Failure in Feedforward Learning Control2017

    • Author(s)
      W. Imahayashi, K. Sugimoto
    • Journal Title

      SICE Annual Conference

      Volume: WeC03 Pages: 668-673

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] 不定期サンプリングを伴う状態オブザーバの実験的検証2018

    • Author(s)
      蓼沼知秀, 杉本謙二
    • Organizer
      平成29年度SICE関西支部・ISCIE 若手研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ゲイン切り替えを用いた不定期サンプリング状態オブザーバの設計2018

    • Author(s)
      蓼沼知秀, 小蔵正輝, 杉本謙二
    • Organizer
      計測自動制御学会第5回制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 左・右行列分解によるMIMO極零消去の精密化2017

    • Author(s)
      杉本謙二, 今林亘,
    • Organizer
      計測自動制御学会 第4回 制御部門マルチシンポジウム
    • Place of Presentation
      岡山大学 津島キャンパス(岡山県岡山市)
    • Year and Date
      2017-03-09
    • Related Report
      2016 Research-status Report
  • [Presentation] 不定期サンプリングによる状態オブザーバの設計2017

    • Author(s)
      能登健太朗, 小林泰介, 杉本謙二,
    • Organizer
      計測自動制御学会 第4回 制御部門マルチシンポジウム
    • Place of Presentation
      岡山大学 津島キャンパス(岡山県岡山市)
    • Year and Date
      2017-03-07
    • Related Report
      2016 Research-status Report
  • [Presentation] フィードフォワード学習制御の外れ値対策とモデル誤差2017

    • Author(s)
      今林亘, 杉本謙二,
    • Organizer
      平成28年度SICE関西支部・ISCIE 若手研究発表会
    • Place of Presentation
      大阪大学吹田キャンパス銀杏会館(大阪府吹田市)
    • Year and Date
      2017-01-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Left-right polynomial matrix factorization for MIMO pole/zero cancellation2017

    • Author(s)
      Kenji Sugimoto, Wataru Imahayashi
    • Organizer
      The 49th ISCIE International Symposium on Stochastics Systems Theory and Its application
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 不定期サンプリングを伴う状態オブザーバの性能評価2017

    • Author(s)
      蓼沼 知秀, 杉本 謙二
    • Organizer
      第60回自動制御連合講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] センサー信号の損失にロバストな2自由度制御系設計2017

    • Author(s)
      今林 亘 , 杉本 謙二
    • Organizer
      計測自動制御学会 産業応用部門2017年度大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Alignment of Signals for Switching State Estimation against Irregular Delay2016

    • Author(s)
      K. Sugimoto,
    • Organizer
      The 48th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      福岡工業大学FITホール(福岡県福岡市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Design of Switching State Observer for Irregularly Delayed Measurement2016

    • Author(s)
      K. Sugimoto and K. Noto,
    • Organizer
      The 16th International Conference on Control, Automation, and Systems
    • Place of Presentation
      HICO, Gyeongju, Korea
    • Year and Date
      2016-10-18
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Approach to Irregular Sampling State Observer Design2016

    • Author(s)
      K. Sugimoto and K. Noto,
    • Organizer
      SICE Annual Conference 2016
    • Place of Presentation
      つくば国際会議場(茨城県つくば市)
    • Year and Date
      2016-09-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] フィードフォワード学習制御におけるセンシング障害について2016

    • Author(s)
      今林亘,杉本謙二,
    • Organizer
      第 33 回センシングフォーラム 計測部門大会
    • Place of Presentation
      近畿大学和歌山キャンパス(和歌山県紀の川市)
    • Year and Date
      2016-09-02
    • Related Report
      2016 Research-status Report
  • [Presentation] 未知周期オブザーバによる移動体の状態推定2016

    • Author(s)
      能登健太朗,杉本謙二,
    • Organizer
      第 33 回センシングフォーラム 計測部門大会
    • Place of Presentation
      近畿大学和歌山キャンパス(和歌山県紀の川市)
    • Year and Date
      2016-09-02
    • Related Report
      2016 Research-status Report
  • [Presentation] モデルベース状態推定におけるセンシングの時変遅れ対策について2016

    • Author(s)
      杉本謙二,能登健太朗,
    • Organizer
      第 33 回センシングフォーラム 計測部門大会
    • Place of Presentation
      近畿大学和歌山キャンパス(和歌山県紀の川市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] フィードバック誤差学習制御における学習則の改良2016

    • Author(s)
      山崎翔太, 杉本謙二
    • Organizer
      第3回制御部門マルチシンポジウム
    • Place of Presentation
      南山大学(愛知県名古屋市)
    • Year and Date
      2016-03-07
    • Related Report
      2015 Research-status Report
  • [Presentation] フィードバック誤差学習制御の学習則に関する一考察2016

    • Author(s)
      山崎翔太, 杉本謙二
    • Organizer
      平成27年度SICE関西支部・ISCIE 若手研究発表会
    • Place of Presentation
      大阪大学(大阪府吹田市)
    • Year and Date
      2016-01-08
    • Related Report
      2015 Research-status Report
  • [Presentation] Modified Network Jitter Compensation in State Estimation with Switching2015

    • Author(s)
      Kenji Sugimoto and Kentaro Noto
    • Organizer
      47th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2015-12-05
    • Related Report
      2015 Research-status Report
  • [Presentation] ゲイン切替え型オブザーバによるジッタ補償法の拡張2015

    • Author(s)
      能登健太朗, 杉本謙二
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] A Basis Function Approach to Scheduled Locally Weighted Regression for On-line Modeling of Nonlinear Dynamical Systems2015

    • Author(s)
      Kenji Sugimoto and Lorlyn Asuncion Mateo
    • Organizer
      15th International Conference on Control, Automation and Systems (ICCAS 2015)
    • Place of Presentation
      Busan, Korea
    • Year and Date
      2015-10-13
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] フィードバック誤差学習の制御応用に関する実験的検討2015

    • Author(s)
      山崎翔太, 杉本謙二
    • Organizer
      第32回センシングフォーラム 計測部門大会
    • Place of Presentation
      大阪電気通信大学(大阪府寝屋川市)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] 非線形動的システムのオンライン同定; 基底関数による局所重み付き回帰2015

    • Author(s)
      マテオローリン, 杉本謙二
    • Organizer
      第32回センシングフォーラム 計測部門大会
    • Place of Presentation
      大阪電気通信大学(大阪府寝屋川市)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] Feedforward Learning Control of Nonlinear Plant: Introduction of Offset Terms to Multi Inverse Models2015

    • Author(s)
      Fuyuki Ito and Kenji Sugimoto
    • Organizer
      SICE Annual Conference 2015
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Further Results on Numerator Polynomial Matrix for Feedforward Learning Control of MIMO Plant with Finite Zeros2015

    • Author(s)
      Lorlynn Asuncion Mateo and Kenji Sugimoto
    • Organizer
      SICE Annual Conference 2015
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Vibration Control for Flexible Arm by Feedback Error Learning2015

    • Author(s)
      Shota Yamazaki and Kenji Sugimoto
    • Organizer
      SICE Annual Conference 2015
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] フィードバック誤差学習による柔軟アームの振動制御2015

    • Author(s)
      山崎翔太, 杉本謙二
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Research-status Report
  • [Presentation] 零点を持つ多入出力系のオンライン逆モデル同定; 分子多項式行列のパラメータ表示について2015

    • Author(s)
      マテオローリン, 杉本謙二
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Research-status Report
  • [Book] シンギュラリティ: 限界突破を目指した最先端研究2016

    • Author(s)
      NAIST-IS書籍出版委員会(編集)(分担執筆 杉本謙二)
    • Total Pages
      324
    • Publisher
      近代科学社
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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