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Effective design and adaptive control for long-term operation of large-scale wireless networks

Research Project

Project/Area Number 24500097
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionTokyo City University

Principal Investigator

AKIHIDE Utani  東京都市大学, 知識工学部, 教授 (70277705)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords自律分散型ネットワーク
Outline of Final Research Achievements

Large-scale Wireless (sensor) networks have great potential as a means of realizing a wide range of applications, such as natural environmental monitoring, environmental control, and object tracking. As a frame to actualize the above applications, this study proposed a novel design scheme and an autonomous load-balancing data transmission scheme for the long-term operation of large-scale wirwless networks. The poposed design scheme is based on an advanced Artificial Bee Colony (ABC) algorithm detecting plural acceptable solutions. The proposed data transmission scheme is devised by considering the application environment of a large-scale wireless network as a typical example of a complex system where the adaptive adjustment of the entire system is realized from the local interactions of components of the system. The experimental results indicate that the proposed schemes are superior to the existing ones from the viewpoint of the long-term operation of large-scale wireless networks.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (17 results)

All 2015 2013 2012

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (8 results) Book (2 results)

  • [Journal Article] A Competitive Particle Swarm Optimizer and Its Application to Wireless Sensor Networks2013

    • Author(s)
      Hidehiro Nakano, Yu Taguchi, Yuta Kanamori, Akihide Utani, Arata Miyauchi, Hisao Yamamoto
    • Journal Title

      IEEJ Trans. Electrical and Electronic Enginnering

      Volume: Vol.7 Pages: 52-58

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Data Gathering Scheme for Monitoring-Oriented Wireless Sensor Networks2013

    • Author(s)
      Akihide Utani, Shingo Nakagawa and Hisao Yamamoto
    • Journal Title

      International Journal of Innovative omputing, Information and Control

      Volume: Vol.9, no.1 Pages: 111-122

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 高次元最適化問題のための差分進化型改良ABCアルゴリズム2012

    • Author(s)
      香川卓哉,宇谷明秀,山本尚生
    • Journal Title

      電子情報通信学会論文誌(A)

      Volume: vol.J95-A, no.6 Pages: 514-518

    • NAID

      110009457683

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 無線センサネットワークの高効率化を目指したフラッディング送信電力設計・運用法の一検討2012

    • Author(s)
      伊藤啓太,長島淳也,宇谷明秀,山本尚生
    • Journal Title

      電子情報通信学会論文誌(B)

      Volume: vol.J95-B, no.6 Pages: 760-764

    • NAID

      110009456918

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 大規模センサネットワークのための複数許容解探索型改良ABCアルゴリズムに基づくシンクノード群の配置手法2012

    • Author(s)
      西元雅明,宇谷明秀,山本尚生
    • Journal Title

      電子情報通信学会論文誌(D)

      Volume: vol.J95-D, no.6 Pages: 1321-1333

    • NAID

      110009457078

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 高次元工学設計問題のための最適化手法2012

    • Author(s)
      宇谷明秀,西元雅明,山本尚生
    • Journal Title

      日本知能情報ファジィ学会誌

      Volume: vol.24, no.3 Pages: 791-802

    • NAID

      130002096881

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 複数許容解を発見する改良ABCアルゴリズムによる大規模無線センサネットワークを対象としたフラッディング送信電力の調整2012

    • Author(s)
      宇谷明秀,長島淳也,山本尚生
    • Journal Title

      情報処理学会論文誌-数理モデル化と応用-

      Volume: vol.5, no.2 Pages: 16-28

    • NAID

      40019468795

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 侵入者検知システムにおけるセンサ端末配置の最適化2015

    • Author(s)
      大田政文,宇谷明秀
    • Organizer
      電子情報通信学会,2015年総合大会
    • Place of Presentation
      滋賀県(立命館大学)
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 動的に変化する最適化関数のためのABC系アルゴリズム2015

    • Author(s)
      川島英未,宇谷明秀
    • Organizer
      電子情報通信学会,2015年総合大会
    • Place of Presentation
      滋賀県(立命館大学)
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 防犯システムにおける監視位置決定法2013

    • Author(s)
      野津敏朗,宇谷明秀
    • Organizer
      計算工学講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] WSNにおける多様な通信形態を考慮したランデブー型通信方式2013

    • Author(s)
      赤崎正人,宇谷明秀
    • Organizer
      計算工学講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] 複数許容解を探索する差分進化型ABCアルゴリズムに基づくフラッディングの効率化に関する研究2013

    • Author(s)
      杉山雄人,宇谷明秀
    • Organizer
      計算工学講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] 動的問題に対するABC系アルゴリズムの適用に関する一研究2013

    • Author(s)
      宇谷明秀
    • Organizer
      第36回情報・システム・利用・技術シンポジウム
    • Place of Presentation
      東京・建築会館
    • Related Report
      2013 Research-status Report
  • [Presentation] 差分進化型改良ABCアルゴリズム2012

    • Author(s)
      香川卓哉,宇谷明秀
    • Organizer
      第35回情報・システム・利用・技術シンポジウム
    • Place of Presentation
      東京・建築会館
    • Related Report
      2012 Research-status Report
  • [Presentation] 再充電機能を有する無線センサ端末群からのセンシング情報収集機構2012

    • Author(s)
      池田光佑,宇谷明秀
    • Organizer
      第35回情報・システム・利用・技術シンポジウム
    • Place of Presentation
      東京・建築会館
    • Related Report
      2012 Research-status Report
  • [Book] 建築・都市・環境デザインのためのモデリングと最適化技術2015

    • Author(s)
      宇谷明秀,青木義男,入江寿弘,吉田洋明
    • Total Pages
      217
    • Publisher
      丸善出版
    • Related Report
      2014 Annual Research Report
  • [Book] 無線とネットワークの基礎2015

    • Author(s)
      岡野好伸,宇谷明秀,林正博
    • Total Pages
      151
    • Publisher
      数理工学社
    • Related Report
      2014 Annual Research Report

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Published: 2013-05-31   Modified: 2019-07-29  

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