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Investigation of the phase transition phenomenon in a large swarm and application to swarm robotics

Research Project

Project/Area Number 25330308
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent robotics
Research InstitutionThe University of Aizu

Principal Investigator

Keitaro Naruse  会津大学, コンピュータ理工学部, 准教授 (10301938)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsスワームロボティクス / 群れ形成 / マルチエージェントシステム / 可視化 / 自己位置推定 / カルマンフィルタ
Outline of Final Research Achievements

The objective of this research project is to model motion of a massively large swarm including millions of individuals, and apply it to control swarm robots. The following three items have been achieved as the result of this project. (1) It is investigated that the phase transition phenomenon in a swarm is caused by the change of neighborhood in a swarm, which is shown by a flocking model and numerical experiments. (2) For flocking, each of the robots should estimate a relative position and velocity of other robots in neighbors in a totally local manner. The distributed Kalman filter has been developed to estimate them using local communication between the robots. (3) The knowledge obtained from the phase transition phenomenon has been applied to a flocking control model and it has become possible to make a large swarm of robots.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (34 results)

All 2016 2015 2014 2013

All Journal Article (1 results) Presentation (31 results) (of which Int'l Joint Research: 11 results,  Invited: 1 results) Book (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 遠隔水中活動機器開発と人材育成2014

    • Author(s)
      高橋隆行,成瀬 継太郎,鈴木茂和
    • Journal Title

      エネルギーレビュー

      Volume: 409 Pages: 22-23

    • Related Report
      2014 Research-status Report
  • [Presentation] 二足歩行機のスリップ発生時のエネルギー量の変化に基づいた制御と回復性2016

    • Author(s)
      伊藤 諒平,成瀬 継太郎
    • Organizer
      2016年度精密工学会春季大会
    • Place of Presentation
      野田市
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 巨大群れ形成のための局所エネルギー制御2016

    • Author(s)
      赤間 裕平,成瀬 継太郎
    • Organizer
      2016年度精密工学会春季大会
    • Place of Presentation
      野田市
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Problems of Remote Operating Robots and Robot Research Projects at Univ. of Aizu2016

    • Author(s)
      Keitaro Naruse
    • Organizer
      The International Conference on Innovations in Info-business and Technology-2016 (ICIIT-2016)
    • Place of Presentation
      Colombo, Sri Lanka
    • Year and Date
      2016-03-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 位置と距離を観測とするカルマン合意フィタ用いた複数移動ロボットの位置推定2015

    • Author(s)
      嶺田 築, 成瀬 継太郎
    • Organizer
      第16回システムインテグレーション部門講演会
    • Place of Presentation
      名古屋市
    • Year and Date
      2015-12-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 分離指標を用いた群れ形成エージェントの制御2015

    • Author(s)
      嶺田 築, 成瀬 継太郎
    • Organizer
      第16回システムインテグレーション部門講演会
    • Place of Presentation
      名古屋市
    • Year and Date
      2015-12-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Prediction of Swarm Disconnection of Flocking Agents2015

    • Author(s)
      Keitaro Naruse
    • Organizer
      The First International Symposium on Swarm Behavior and Bio-Inspired Robotics (SWARM2015)
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2015-10-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 初期速度が群れ形成エージェントに及ぼす影響2015

    • Author(s)
      赤間 裕平,成瀬 継太郎
    • Organizer
      2015年度精密工学会秋季大会
    • Place of Presentation
      仙台市
    • Year and Date
      2015-09-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Predicting the Disconnection of Flocking Agents in a Swarm2015

    • Author(s)
      Keitaro Naruse
    • Organizer
      2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM2015)
    • Place of Presentation
      Busan, Korea
    • Year and Date
      2015-07-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 位置と距離を観測する相互観測型カルマンフィルタによる自己位置推定2015

    • Author(s)
      嶺田 築, 成瀬 継太郎
    • Organizer
      日本機械学会ロボティクスメカトロニクス講演会
    • Place of Presentation
      京都市
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 足裏曲率の制御による三次元受動歩行2015

    • Author(s)
      大山 良明, 成瀬 継太郎
    • Organizer
      日本機械学会ロボティクスメカトロニクス講演会
    • Place of Presentation
      京都市
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習による音響イベント検出2015

    • Author(s)
      丹羽 孔明, 川上 敬, 大江 亮介, 成瀬 継太郎, 木下 正博, 三田村 保
    • Organizer
      日本機械学会ロボティクスメカトロニクス講演会
    • Place of Presentation
      京都市
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 水田除草用ロボットの車輪の軟弱地盤における駆動力モデル2015

    • Author(s)
      丸山敦規,成瀬継太郎
    • Organizer
      2015年度精密工学会春季大会学術講演会
    • Place of Presentation
      東京都
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] Structure from Motion による三次元復おける画像歪みの影響調査2014

    • Author(s)
      深谷友祐,成瀬継太郎
    • Organizer
      第15回システムインテグレーション部門講演会
    • Place of Presentation
      東京都
    • Year and Date
      2014-12-15 – 2014-12-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 群れエージェントにおける分離の予測と可視化2014

    • Author(s)
      赤間裕平,成瀬 継太郎
    • Organizer
      第15回システムインテグレーション部門講演会
    • Place of Presentation
      東京都
    • Year and Date
      2014-12-15 – 2014-12-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of small weeding robots for rice fields2014

    • Author(s)
      Atsunori Maruyama, Keitaro Naruse
    • Organizer
      2014 IEEE/SICE SII
    • Place of Presentation
      東京
    • Year and Date
      2014-12-13 – 2014-12-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Unsmooth field sweeping by ballistic random walk of multiple robots in unsmooth terrain2014

    • Author(s)
      Kazuya Tamura, Keitaro Naruse
    • Organizer
      SCIS-ISIS 2014
    • Place of Presentation
      北九州市
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Visualization of spread of topic words on Twitter using stream graphs and relational graphs2014

    • Author(s)
      Keigo Anma, Shunsuke Wada, Kanto Nakayama, Yuki Akamatsu, Yuichi Yaguchi, Keitaro Naruse
    • Organizer
      SCIS-ISIS 2014
    • Place of Presentation
      北九州市
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of link tension index for flocking agents2014

    • Author(s)
      Yuhei Akama, Keitaro Naruse
    • Organizer
      8th International Conference on Bioinspired Information and Communications Technologies
    • Place of Presentation
      Boston, USA
    • Year and Date
      2014-12-01 – 2014-12-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Feasibility study of weeding robots in rice fields inspired by natural ducks2014

    • Author(s)
      Atsunori Maruyama, Keitaro Naruse
    • Organizer
      8th International Conference on Bioinspired Information and Communications Technologies
    • Place of Presentation
      Boston, USA
    • Year and Date
      2014-12-01 – 2014-12-03
    • Related Report
      2014 Research-status Report
  • [Presentation] 小型水田除草用ロボットの開発と無線ネットワークの構築2014

    • Author(s)
      丸山敦規,成瀬 継太郎
    • Organizer
      第24回インテリジェント・システム・シンポジウム
    • Place of Presentation
      北見市
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 不整地で動作する複数移動ロボットの受信強度を用いた自己位置推定2014

    • Author(s)
      嶺田築,成瀬継太郎
    • Organizer
      2014年度精密工学会秋季大会学術講演会
    • Place of Presentation
      鳥取市
    • Year and Date
      2014-09-16 – 2014-09-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 全方位画像を用いたロボット姿勢検出のための特徴抽出手法の開発2014

    • Author(s)
      肥田野雄大,成瀬継太郎
    • Organizer
      日本機械学会ロボティクスメカトロニクス講演会2014
    • Place of Presentation
      富山市
    • Year and Date
      2014-05-25 – 2014-05-29
    • Related Report
      2014 Research-status Report
  • [Presentation] 分散運動学計算手法に基づく超冗長アームの開発2014

    • Author(s)
      鈴木利結樹, 佐竹利文, 林朗弘, 成瀬継太郎, 鈴木育男
    • Organizer
      2014年精密工学会春季大会
    • Place of Presentation
      東京都文京区
    • Related Report
      2013 Research-status Report
  • [Presentation] Associated Keyword Analysis for Temporal Data with Spatial Visualization2013

    • Author(s)
      Shunsuke Wada, Yuichi Yaguchi, Ryo Ogata, Yutaka Watanobe, Keitaro Naruse, Ryuichi Oka
    • Organizer
      The 5th IEEE International Conference on Awareness Science and Technology
    • Place of Presentation
      Aizu-Wakamatsu \, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Swarm EKF Localization for a Multiple Robot System with Range-Only Measurements2013

    • Author(s)
      Shigekazu Fukui and Keitaro Naruse
    • Organizer
      The 14th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Daejon, Korea
    • Related Report
      2013 Research-status Report
  • [Presentation] Swarm EKF Localization for a Multiple Robot System with Range-Only Measurements2013

    • Author(s)
      Keitaro Naruse and Shikezazu Fukui
    • Organizer
      2013 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      Kobe, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] 水田環境における差動車輪型ロボットの移動制御2013

    • Author(s)
      丸山敦規, 成瀬継太郎
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      つくば市
    • Related Report
      2013 Research-status Report
  • [Presentation] 大規模エージェント群における群れ形成の可視化2013

    • Author(s)
      深谷友祐, 成瀬継太郎
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      茨城県つくば市
    • Related Report
      2013 Research-status Report
  • [Presentation] 距離観測のみを用いる群EKF 自己位置推定の感度解析2013

    • Author(s)
      福井重和,成瀬継太郎
    • Organizer
      2013年精密工学会秋季大会
    • Place of Presentation
      大阪府吹田市
    • Related Report
      2013 Research-status Report
  • [Presentation] 水田除草用ロボットの開発2013

    • Author(s)
      丸山敦規, 成瀬継太郎
    • Organizer
      第14回システムインテグレーション部門講演会論文集
    • Place of Presentation
      兵庫県神戸市
    • Related Report
      2013 Research-status Report
  • [Presentation] オクトツリーを用いた大規模群れの可視化ソフトウェアの開発2013

    • Author(s)
      赤間裕平,成瀬継太郎
    • Organizer
      第14回システムインテグレーション部門講演会論文集
    • Place of Presentation
      兵庫県神戸市
    • Related Report
      2013 Research-status Report
  • [Book] Advances in Intelligent Systems and Computing Volume 1942013

    • Author(s)
      Keitaro Naruse
    • Total Pages
      9
    • Publisher
      Springer
    • Related Report
      2013 Research-status Report
  • [Patent(Industrial Property Rights)] 産業財産権2013

    • Inventor(s)
      成瀬継太郎、鶴見裕樹、川島一浩
    • Industrial Property Rights Holder
      会津大学、玉川エンジニアリング
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2013-188978
    • Filing Date
      2013-09-12
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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