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Construction of a hierarchical behavioral decision mechanism based on sensor information to achieve autonomous environmental adaptability

Research Project

Project/Area Number 17K14703
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Control engineering/System engineering
Research InstitutionOsaka Prefecture University

Principal Investigator

KANATA Sayaka  大阪府立大学, 工学(系)研究科(研究院), 講師 (60605567)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2020: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2017: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords環境適応 / 自律ロボット / 自律型移動ロボット / quadrotor helicopter / センサ情報に基づく制御 / 未知環境 / 飛行ロボット / 階層化制御システム / 移動ロボット
Outline of Final Research Achievements

The purpose of this research is to realize a robot that can accomplish a task in an unknown environment. Focusing on the fact that living organisms have simultaneously developed a brain, a body structure, and receptors, we aimed to construct a mechanism to realize action selection that ignores the achievement of lower objectives in order to achieve higher objectives by hierarchizing the action selection mechanism according to sensor information. Specifically, we targeted uneven terrain running by a wheeled robot and autonomous flight by a multi-rotor helicopter. We proposed a sensor-based hierarchical control algorithm for independent action decisions by multiple layers, and confirmed its effectiveness through numerical and empirical experiments.

Academic Significance and Societal Importance of the Research Achievements

本研究は未知環境におけるロボットの環境適応性の実現に向けて,ロボットの感覚器(センサ)-身体(構造)-脳(行動決定)の3つをセットとして構築する点が特色である.生物の環境適応的能力に着眼した本手法は,環境の認知能力と行動の精密さとが分離不可能であり,検出能力から行動決定までを同時に設計する必要性を追求したものである.
本研究成果は,ロボットに本来求められてきた災害現場などの危険な環境で「ヒトに代わって作業する」という能力実現に必要となる基礎的知見である.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (28 results)

All 2021 2020 2019 2018 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (22 results) (of which Int'l Joint Research: 6 results) Remarks (1 results)

  • [Journal Article] 柔軟構造をもつ宇宙機のInput Shapingを用いた 1次モード振動抑制と姿勢制御2020

    • Author(s)
      金田 さやか,中西 大樹,下村 卓
    • Journal Title

      日本航空宇宙学会論文集

      Volume: 64,4 Issue: 4 Pages: 148-155

    • DOI

      10.2322/jjsass.68.148

    • NAID

      130007884678

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Control Design of Antenna Servo Systems with Velocity Tracking Using LMIs2020

    • Author(s)
      坂本 慎介,下村 卓,金田 さやか
    • Journal Title

      JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES

      Volume: 68 Issue: 5 Pages: 189-194

    • DOI

      10.2322/jjsass.68.189

    • NAID

      130007922503

    • ISSN
      1344-6460, 2432-3691
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Attitude Control of a Spacecraft as an LPV Model Using the ILQ Method2020

    • Author(s)
      T. Shimomura, H. Ogura, and S. Kanata
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, AEROSPACE TECHNOLOGY JAPAN

      Volume: 18 Issue: 6 Pages: 344-349

    • DOI

      10.2322/tastj.18.344

    • NAID

      130007935963

    • ISSN
      1884-0485
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Attitude Control of a Spacecraft as an LPV Model Using the ILQ Method2020

    • Author(s)
      Takashi Shimomura, Hayate Ogura, and Sayaka Kanata
    • Journal Title

      Trans. of JSASS, Aerospace Technology Japan

      Volume: in press

    • NAID

      130007935963

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] 冗長なRWを搭載した宇宙機の時変の角速度目標に対する姿勢制御とアンローディング2019

    • Author(s)
      金田 さやか,下村 卓,山瀬 達也
    • Journal Title

      日本航空宇宙学会論文集

      Volume: 第67巻 5号 Pages: 143-151

    • NAID

      130007723966

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] Pre-Evaluation for Experimental Verification of Attitude Control of a Spacecraft with Double-Gimbal Variable-Speed Control Moment Gyr2021

    • Author(s)
      F. Hayashida, S. Kanata, and T. Shimomura
    • Organizer
      SICE International Symposium on Control Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] パラメータ依存基底変換を用いた宇宙機姿勢制御系の安定解析2021

    • Author(s)
      加藤峻弘,金田さやか,下村卓
    • Organizer
      計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] Analysis of Aerodynamic Characteristics near the Ground for a Quadrotor Helicopter2020

    • Author(s)
      S. Ito, T. Ado, S. Kanata, H. Nakanishi, and T. Shimomura
    • Organizer
      SICE Annual Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Attitude Control of a Spacecraft with Control Moment Gyros Using the Inverse Linear Quadratic Method2020

    • Author(s)
      H. Ogura, S. Kanata, and T. Shimomura
    • Organizer
      SICE Annual Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] DGVSCMG搭載宇宙機の垂直軸まわりの姿勢制御を想定した実験的検証2020

    • Author(s)
      林田風汰,金田さやか,下村 卓
    • Organizer
      ロボティクス・メカトロニクス 講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] センサベースト階層化制御のQuadrotor Helicopter への適用2020

    • Author(s)
      大林宏次郎,金田さやか,下村 卓
    • Organizer
      日本ロボット学会学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 柔軟構造をもつ宇宙機の1次,2次モードの制振を考慮した姿勢制御2020

    • Author(s)
      中山綾菜,阿部光輝,金田さやか,下村卓
    • Organizer
      宇宙科学技術連合講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] LPV制御理論を用いた電気飛行機の速度制御 -2種類のアプローチによるLPVモデル化-2020

    • Author(s)
      前田真伸,金田さやか,下村 卓
    • Organizer
      自動制御連合講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] PD Gain Setting on Spacecraft Attitude Control Not to Cause Oscillatory Responses2020

    • Author(s)
      Hayate Ogura, Sayaka Kanata, and Takashi Shimomura
    • Organizer
      Proc. of SICE International Symposium on Control Systems (ISCS)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Quadrotor Helicopterのための階層化制御システムの提案2019

    • Author(s)
      大林 宏次郎,金田 さやか,下村 卓
    • Organizer
      第63回システム制御情報学会研究発表講演会(SCI'19)
    • Related Report
      2019 Research-status Report
  • [Presentation] Attitude Control of a Spacecraft as an LPV Model Using the ILQ Method2019

    • Author(s)
      Hayate Ogura, Takashi Shimomura, Sayaka Kanata
    • Organizer
      International Symposium on Space Technology and Science (ISTS)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] LPV制御理論による宇宙往還機の軌道設計と誘導制御2019

    • Author(s)
      太田 湧也,下村 卓,金田 さやか
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] quadrotorヘリコプタのための地面付近の推力モデルの構築2019

    • Author(s)
      伊藤 駿介,阿戸 太志,金田 さやか,中西 弘明,下村 卓
    • Organizer
      第56回日本航空宇宙学会 関西・中部支部合同秋期大会
    • Related Report
      2019 Research-status Report
  • [Presentation] quadrotorヘリコプタのための天井付近の推力モデルの構築2019

    • Author(s)
      阿戸 太志,伊藤 駿介,金田 さやか,中西 弘明,下村 卓
    • Organizer
      第56回日本航空宇宙学会 関西・中部支部合同秋期大会
    • Related Report
      2019 Research-status Report
  • [Presentation] ロータ空力特性における天井壁効果2019

    • Author(s)
      中西 弘明,金田 さやか
    • Organizer
      第20回計測自動制御学会システムインテグレーション部門講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] Feedback Loop Reduction on an LMI-Based Controller for a Large Antenna Servo System2018

    • Author(s)
      Shinsuke Sakamoto, T. Shimomura, and Sayaka Kanata
    • Organizer
      SICE 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] センサ情報に基づく階層化制御システムの提案2018

    • Author(s)
      熊澤良哉,金田さやか,下村卓
    • Organizer
      ロボティクス・メカトロニクス講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 宇宙機のPD制御系におけるゲイン決定法:振動現象の解明とその対策2018

    • Author(s)
      小倉 颯,金田さやか,下村卓
    • Organizer
      第62回宇宙科学技術連合講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] LPV制御理論による電気飛行機の速度制御2018

    • Author(s)
      須谷和也,下村卓,金田さやか
    • Organizer
      第61回自動制御連合講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 柔軟構造をもつ宇宙機のInput Shaping を用いた姿勢制御2018

    • Author(s)
      中西 大樹 ,金田さやか,下村 卓
    • Organizer
      日本航空宇宙学会関西・中部支部合同秋期大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 自律型無人ヘリコプタのためのQuaternionによる姿勢推定の精度検証2018

    • Author(s)
      松下 英暉,金田さやか,下村卓
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] センサ情報に基づく階層化制御システムの提案2018

    • Author(s)
      熊澤良哉,金田さやか,下村卓
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2018
    • Related Report
      2017 Research-status Report
  • [Remarks] 大阪府立大学工学研究科航空宇宙工学分野制御グループHP

    • URL

      http://www.aero.osakafu-u.ac.jp/as/shimomura/

    • Related Report
      2017 Research-status Report

URL: 

Published: 2017-04-28   Modified: 2022-01-27  

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