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Separation Assurance System for Manned and Unmanned Aircraft Using Real-Time Inference of Flight Mode

Research Project

Project/Area Number 15K18289
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Aerospace engineering
Research Institution防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工学群)

Principal Investigator

Yokoyama Nobuhiro  防衛大学校(総合教育学群、人文社会科学群、応用科学群、電気情報学群及びシステム工学群), システム工学群, 准教授 (10425788)

Research Collaborator AGA Nanaka  防衛大学校, 理工学研究科
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords航空機 / 推定アルゴリズム / 実時間最適化 / 間隔確保 / モデル予測制御 / 自律分散 / 軌道最適化 / 逆最適制御 / 不確かさ
Outline of Final Research Achievements

As a basic technology for safely operating multiple manned and/or unmanned aircraft in the same airspace, we proposed 1) an algorithm for real-time inference of flight intent (e.g., travelling to a target point, turning around a fixed point, separation from neighboring aircraft or a certain region) of each aircraft, and 2) a decentralized real-time trajectory optimization algorithm to maintain the separation from neighboring aircraft using the trajectory prediction based on the flight intent inference. Through numerical simulations under various conditions, the inference accuracy, the validity of the trajectories, and the high computational speed of these algorithms were confirmed.

Report

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

    (11 results)

All 2018 2017 2016 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (10 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Inference of Aircraft Intent via Inverse Optimal Control Including Second-Order Optimality Condition2018

    • Author(s)
      Nobuhiro Yokoyama
    • Journal Title

      Journal of Guidance, Control, and Dynamics

      Volume: 41 Issue: 2 Pages: 349-359

    • DOI

      10.2514/1.g002792

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Decentralized Conflict Detection and Resolution Using Intent-Based Probabilistic Trajectory Prediction2018

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      2018 AIAA Guidance, Navigation, and Control Conference, AIAA SciTech Forum
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 飛行意図推定とモデル予測制御を利用した航空機のコンフリクト回避に関する研究2018

    • Author(s)
      阿河菜々花,横山信宏
    • Organizer
      第5回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Inference of Aircraft Intent via Inverse Optimal Control Including Second-Order Optimality Condition2017

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      AIAA SciTech 2017 (AIAA Guidance, Navigation, and Control Conference)
    • Place of Presentation
      Grapevine, TX, USA
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 逆最適制御に基づく3次元空間上での飛行意図の推定2017

    • Author(s)
      阿河菜々花,横山信宏
    • Organizer
      第55回飛行機シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Conflict Resolution Using Flight Intent Inference of Neighboring Aircraft2017

    • Author(s)
      Nanaka Aga, Nobuhiro Yokoyama
    • Organizer
      2017 Asia-Pacific International Symposium on Aerospace Technology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Inference of Flight Intent Based on Inverse Optimal Control2016

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      30th Congress of the International Council of the Aeronautical Sciences
    • Place of Presentation
      Daejeon, Korea
    • Year and Date
      2016-09-26
    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Inference of Flight Mode of AIrcraft Including Conflict Resolution2016

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      2016 American Control Conference
    • Place of Presentation
      Boston, MA, USA
    • Year and Date
      2016-07-06
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Inference of Flight Mode of Aircraft Including Conflict Resolution2016

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      2016 American Control Conference
    • Place of Presentation
      Boston, MT, U.S.A.
    • Year and Date
      2016-07-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Approximate Model Predictive Control for Polynomial Systems Using Sum-of-Squares Programming2016

    • Author(s)
      Nobuhiro Yokoyama
    • Organizer
      AIAA SciTech 2016 (AIAA Guidance, Navigation, and Control Conference)
    • Place of Presentation
      San Diego, CA, U.S.A.
    • Year and Date
      2016-01-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 航空機の飛行モード推定に関する一覚書2015

    • Author(s)
      横山 信宏
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report

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

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