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Consciousness Model Based on Sleep-wake Functions and Its Application to Information Mobile Robot

Research Project

Project/Area Number 18K04041
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 20020:Robotics and intelligent system-related
Research InstitutionUniversity of Tsukuba

Principal Investigator

Mikawa Masahiko  筑波大学, 図書館情報メディア系, 教授 (40361357)

Project Period (FY) 2018-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords移動ロボット / サービスロボット / 積雪寒冷地 / 遠隔操作 / 知覚情報処理 / 省電力 / 意識モデル / 睡眠覚醒機能 / 省電力化 / 印象評価 / 情報提供移動ロボット / 睡眠覚醒 / 並列知覚情報処理
Outline of Final Research Achievements

The goal of this research is to create a user-friendly mobile robot. To achieve appropriate behavior, it is necessary to process in parallel a large amount of perceptual information about people and the environment around the robot, collected by external sensors. A feature of this research is a new processing system in which a consciousness model that mimics the sleep-wake functions of humans controls parallel processing and executes the necessary processing when necessary. Due to the outbreak of COVID-19 during the research period, plans were changed from an information-providing robot to a remote-controlled robot, and the research team was able to achieve the following: (1) a function to predict actions using the robot's face and gaze when passing by a person, (2) a function to remember people's faces and names and call out their names by using sleep-wake functions, and (3) a Visual SLAM function to estimate the robot's self-position and generate a map of the surrounding area.

Academic Significance and Societal Importance of the Research Achievements

睡眠や覚醒を表現する意識モデルにより知覚情報処理系の処理頻度を制御し,計算機資源を有効利用するシステムは,これから知的システムに益々必要となる知覚情報処理分野において学術的独自性が高く,様々な知的システムへの応用が可能で創造性が高い.日本国土の約51%は豪雪地帯で,かつ地方都市の活性化が望まれているにも拘らず,積雪寒冷地で動作するサービスロボットの研究開発は世界的にもほとんど無く,またそれを地方都市活性化に利用する試みも無い.本研究で開発したロボットシステムを北海道稚内市で活用し,新聞等のメディアで報道できた社会的意義は大きい.

Report

(7 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (28 results)

All 2023 2022 2021 2020 2019 2018 Other

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (15 results) (of which Int'l Joint Research: 7 results) Remarks (9 results)

  • [Journal Article] CGSDNet: Cascade Network with ConvNeXt as Backbone for Glass Surface Detection2023

    • Author(s)
      Chen Zeyuan、Mikawa Masahiko、Fujisawa Makoto
    • Journal Title

      2023 5th International Conference on Artificial Intelligence and Computer Applications (ICAICA)

      Volume: 1 Pages: 230-235

    • DOI

      10.1109/icaica58456.2023.10405501

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inverse Kinematics and?Path Planning of?Manipulator Using Real Quantifier Elimination Based on?Comprehensive Gr?bner Systems2023

    • Author(s)
      Yoshizawa Mizuki、Terui Akira、Mikawa Masahiko
    • Journal Title

      Computer Algebra in Scientific Computing (CASC 2023), Lecture Notes in Computer Science

      Volume: 1 Pages: 393-419

    • DOI

      10.1007/978-3-031-41724-5_21

    • ISBN
      9783031417238, 9783031417245
    • Related Report
      2023 Annual Research Report
  • [Journal Article] Previous Announcement Method Using 3D CG Face Interface for Mobile Robot2020

    • Author(s)
      Masahiko Mikawa, Jiayi Lyu, Makoto Fujisawa, Wasuke Hiiragi, Toyoyuki Ishibashi
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: 32 Issue: 1 Pages: 97-112

    • DOI

      10.20965/jrm.2020.p0097

    • NAID

      130007800543

    • ISSN
      0915-3942, 1883-8049
    • Year and Date
      2020-02-20
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Face Memorization Using AIM model for Mobile Robot and its Application to Name Calling Function2020

    • Author(s)
      1)Masahiko Mikawa, Haolin Chen, Makoto Fujisawa, Wasuke Hiiragi, Toyoyuki Ishibashi
    • Journal Title

      Sensors

      Volume: 20 Issue: 22 Pages: 1-17

    • DOI

      10.3390/s20226629

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 包括的グレブナー基底系計算に基づく限量子消去を用いたロボットの逆運動学問題および経路計画問題の解法と実装2023

    • Author(s)
      吉澤瑞輝,照井 章,三河正彦
    • Organizer
      日本数式処理学会第32回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Faster Few-Shot Face Image Generation with Features of Specific Group Using Pivotal Tuning Inversion and PCA2023

    • Author(s)
      Yuichi Kato, Masahiko Mikawa, Makoto Fujisawa
    • Organizer
      the 5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2023)
    • Related Report
      2022 Research-status Report
  • [Presentation] FCH-SLAM: A SLAM Method for Dynamic Environments using Semantic Segmentation2022

    • Author(s)
      Youwei Wang, Masahiko Mikawa, Makoto Fujisawa
    • Organizer
      2nd International Conference on Image Processing and Robotics (ICIPRoB2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 積雪寒冷地における遠隔操作移動ロボットを利用した取り組み2022

    • Author(s)
      三河 正彦,照井 章,藤澤 誠
    • Organizer
      第13回日本ロボット学会北海道ロボット技術研究専門委員会学術講演会
    • Related Report
      2021 Research-status Report
  • [Presentation] グレブナー基底を用いた画像スティッチング2022

    • Author(s)
      大橋 侑汰,三河 正彦,照井 章,藤澤 誠
    • Organizer
      Tsukuba Computer Mathematics Seminar
    • Related Report
      2021 Research-status Report
  • [Presentation] Face Image Generation with Features of Specific Group from Small Dataset2021

    • Author(s)
      Yuichi Kato, Masahiko Mikawa, Makoto Fujisawa
    • Organizer
      2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] LEGO 3D CGモデルのジョイントを考慮したURDF変換ツール2021

    • Author(s)
      三河 正彦,照井 章
    • Organizer
      ROSCon JP 2021
    • Related Report
      2021 Research-status Report
  • [Presentation] 深層生成モデルを用いた顔分布の獲得と顔サンプルの生成2021

    • Author(s)
      周東 拓哉,三河 正彦,藤澤 誠,加藤 優一
    • Organizer
      第25回日本顔学会大会(フォーラム顔学2020)
    • Related Report
      2020 Research-status Report
  • [Presentation] Particle-based Volumetric Hair Interaction with Turbulent Flow2019

    • Author(s)
      Yuji Demura, Makoto Fujisawa, Masahiko Mikawa
    • Organizer
      the 6th IIEEJ International Conference on Image Electronics and Visual Computing
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 寒冷積雪地における情報提供/収集移動ロボット2019

    • Author(s)
      三河 正彦,藤澤 誠,柊 和佑,石橋 豊之
    • Organizer
      日本知能情報ファジィ学会 合同シンポジウム2019 第28回北信越シンポジウム & 第27回人間共生システム研究会HAIシンポジウム
    • Related Report
      2019 Research-status Report
  • [Presentation] Mobile Robot with Previous Announcement of Upcoming Operation Using Face Interface2019

    • Author(s)
      Liayi Lyu, Masahiko Mikawa, Makoto Fujisawa, Wasuke Hiiragi
    • Organizer
      2019 IEEE/SICE International Symposium on System Integration (SII2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Face Memorization System Using the Mathematical AIM Model for Mobile Robot2019

    • Author(s)
      Haolin Chen, Masahiko Mikawa, Makoto Fujisawa, Wasuke Hiiragi
    • Organizer
      2019 IEEE/SICE International Symposium on System Integration (SII2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 視覚情報を利用したSLAM地図生成時の人の影響の軽減2019

    • Author(s)
      王 有為, 三河 正彦,藤澤 誠,柊 和佑, 石橋 豊之
    • Organizer
      HAIシンポジウム2018
    • Related Report
      2018 Research-status Report
  • [Presentation] Simulation of Bubbles with Floating and Rupturing Effect for SPH2018

    • Author(s)
      Hiroki Watanabe, Makoto Fujisawa, Masahiko Mikawa
    • Organizer
      SIGGRAPH Asia 2018 Posters
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Social Norm Based Collision Avoidance in Human-Robot Coexistence Environment2018

    • Author(s)
      Morito Sato, Masahiko Mikawa, Makoto Fujisawa, Wasuke Hiiragi
    • Organizer
      The 44th Annual Conference of the IEEE Industrial Electronics Society (IECON'18)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Remarks] ソーシャルロボット研究室

    • URL

      https://mikawalab.org/

    • Related Report
      2023 Annual Research Report
  • [Remarks] ソーシャルロボット研究室

    • URL

      https://mikawalab.org

    • Related Report
      2022 Research-status Report
  • [Remarks] NOR: 最北端の遠隔操作移動ロボット

    • URL

      https://srlab.mydns.jp

    • Related Report
      2022 Research-status Report 2021 Research-status Report
  • [Remarks] ソーシャルロボット研究室

    • URL

      https://slis.tsukuba.ac.jp/~mikawa.masahiko.ka/

    • Related Report
      2021 Research-status Report 2020 Research-status Report
  • [Remarks] Social Robotics Laboratory

    • URL

      https://mikawalab.org

    • Related Report
      2021 Research-status Report 2020 Research-status Report
  • [Remarks] ソーシャルロボット研究室

    • URL

      https://srlab.slis.tsukuba.ac.jp/?lang=ja

    • Related Report
      2020 Research-status Report
  • [Remarks] ソーシャルロボット研究室

    • URL

      http://slis.tsukuba.ac.jp/~mikawa/

    • Related Report
      2019 Research-status Report 2018 Research-status Report
  • [Remarks] Social Robotics Laboratory (SRLab)

    • URL

      https://srlab.slis.tsukuba.ac.jp

    • Related Report
      2019 Research-status Report
  • [Remarks] Social Robot Laboratory

    • URL

      https://srlab.slis.tsukuba.ac.jp/

    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2025-01-30  

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