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Cognitive and self-organizing network architecture

Research Project

Project/Area Number 16H06915
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Information network
Research InstitutionOsaka University

Principal Investigator

Kuze Naomi  大阪大学, 情報科学研究科, 特任助教(常勤) (20778071)

Co-Investigator(Renkei-kenkyūsha) MURATA Masayuki  大阪大学, 大学院情報科学研究科, 教授 (80200301)
KOMINAMI Daichi  大阪大学, 大学院経済学研究科, 助教 (00709678)
KASHIMA Kenji  京都大学, 大学院情報学研究科, 准教授 (60401551)
HASHIMOTO Tomoaki  大阪工業大学, 工学部, 講師 (90515115)
Project Period (FY) 2016-08-26 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsネットワーク / 自己組織化 / 集団的行動選択 / 情報ネットワーク / 管理型自己組織化 / 生物システム / 意思決定
Outline of Final Research Achievements

Self-organization is focused on for controlling large-scale and complex networks. However, in self-organizing control mechanisms, the observable information for each component is uncertain, thereby degrading system performance. We introduce the concept of collective decision making in animal groups, in which individuals with uncertain information can select accurate decisions through interactions among them. We propose a channel selection mechanism based on the concept of collective decision making and show that the proposed mechanism allows nodes to select accurate channels through simulation experiments.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • Research Products

    (9 results)

All 2018 2017 Other

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

  • [Journal Article] Self-organizing Control Mechanism Based on Collective Decision-making for Information Uncertainty2018

    • Author(s)
      Kuze Naomi、Kominami Daichi、Kashima Kenji、Hashimoto Tomoaki、Murata Masayuki
    • Journal Title

      ACM Transactions on Autonomous and Adaptive Systems

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hierarchical Optimal Control Method for Controlling Large-Scale Self-Organizing Networks2017

    • Author(s)
      Kuze Naomi、Kominami Daichi、Kashima Kenji、Hashimoto Tomoaki、Murata Masayuki
    • Journal Title

      ACM Transactions on Autonomous and Adaptive Systems

      Volume: 12 Issue: 4 Pages: 1-23

    • DOI

      10.1145/3124644

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Controlling large-scale self-organized networks with lightweight cost for fast adaptation to changing environments2017

    • Author(s)
      Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata
    • Journal Title

      ACM Transactions on Autonomous and Adaptive Systems

      Volume: 11 Issue: 2 Pages: 1-26

    • DOI

      10.1145/2856424

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 集団的な行動選択の仕組みに着想を得た不確実な情報に基づくチャネル選択手法の提案と評価2018

    • Author(s)
      久世尚美, 小南大智, 加嶋健司, 橋本智昭, 村田正幸
    • Organizer
      電子情報通信学会情報ネットワーク研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 生物の集団的行動選択に着想を得た不確実な情報に基づく制御手法についての一検討2018

    • Author(s)
      志垣沙衣子, 久世尚美, 小南大智, 加嶋健司, 村田正幸
    • Organizer
      電子情報通信学会情報ネットワーク研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Self-organized multi-agent control method inspired by collective decision making2017

    • Author(s)
      Saeko Shigaki
    • Organizer
      電子情報通信学会情報ネットワーク研究会
    • Place of Presentation
      沖縄
    • Year and Date
      2017-03-02
    • Related Report
      2016 Annual Research Report
  • [Presentation] Self-organizing Wireless Sensor Networks Based on Biological Collective Decision Making for Treating Information Uncertainty2017

    • Author(s)
      Saeko Shigaki, Naomi Kuze, Daichi Kominami, Kenji Kashima, Masayuki Murata
    • Organizer
      The Tenth IEEE International Workshop on Selected Topics in Wireless and Mobile Computing (STWiMob 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Remarks] 2017年度 研究成果報告書

    • URL

      http://www-mura.ist.osaka-u.ac.jp/achievements/web2017/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 2016年度 研究成果報告書

    • URL

      http://www.anarg.jp/achievements/web2016/index.html

    • Related Report
      2016 Annual Research Report

URL: 

Published: 2016-09-02   Modified: 2019-03-29  

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