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Controlled self-organizing networks with model prediction control

Research Project

Project/Area Number 26730048
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Information network
Research InstitutionOsaka University

Principal Investigator

Kominami Daichi  大阪大学, 経済学研究科, 助教 (00709678)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsセンサーネットワーク / 自己組織型制御 / 最適制御 / 自己組織化制御 / 管理型自己組織化制御 / H∞制御 / モデル予測制御 / ロバスト制御
Outline of Final Research Achievements

In this research, we introduced the model predictive control into network systems to improve their convergence performance against environmental changes. In this research, we focused on sensor network systems for collecting environmental information with potential-based routing that is one of self-organizing routing methods. In this routing method, it is known that each node calculates its own potential value based on local information and it takes much time to converge the calculation. By giving an optimal control input from an external controller to a part of nodes, the calculation time for potential of all nodes can be greatly reduced without losing the advantages of self-organizing method.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (6 results)

All 2016 2015 2014 Other

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

  • [Journal Article] Controlling large-scale self-organized networks with lightweight cost for fast adaptation to changing environments2016

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

      ACM Transactions on Autonomous and Adaptive Systems

      Volume: -

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Hierarchical optimal control method for controlling self-organized networks with light-weight cost2015

    • Author(s)
      Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata
    • Organizer
      IEEE GLOBECOM
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2015-12-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 自己組織型ネットワークシステムの適応性向上に関する研究2014

    • Author(s)
      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 IN研究会
    • Place of Presentation
      大阪大学
    • Year and Date
      2014-10-16 – 2014-10-17
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Enhancing convergence with optimal feedback for controlled self-organizing network2014

    • Author(s)
      Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata
    • Organizer
      The 2014 IEEE 80th Vehicular Technology Conference
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2014-09-14 – 2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 低次元近似化したモデルを用いた最適制御のポテ ンシャルルーティングへの応用2014

    • 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 IN研究会
    • Place of Presentation
      北海道大学
    • Year and Date
      2014-07-17 – 2014-07-18
    • Related Report
      2014 Research-status Report
  • [Remarks] Daichi Kominami: Without haste, but without rest

    • URL

      http://www2.econ.osaka-u.ac.jp/~d-kominami/wordpress/

    • Related Report
      2015 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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