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Communication control and information integration for sensor networks

Research Project

Project/Area Number 20500070
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Computer system/Network
Research InstitutionKagoshima University

Principal Investigator

SHIGEI Noritaka  Kagoshima University, 理工学研究科(工学系), 准教授 (90294363)

Co-Investigator(Kenkyū-buntansha) MIYAJIMA Hiromi  鹿児島大学, 理工学研究科, 教授 (60137669)
宮島 廣美  鹿児島大学, 工学部, 教授 (60132669)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords無線センサネットワーク / 低消費電力通信プロトコル / クラスタリング / 適応的ルーティング / OFDM / センサネットワーク / ベクトル量子化
Research Abstract

Firstly, this study improved the operating time of sensor nodes by reducing the communication cost and also improved the coverage time of the whole observation area. Secondary, as a contribution to the power saving of transmitter amplifier, this study proposed GA based peak power reduction methods for OFDM signal. Further, as effective information integration techniques, this study proposed vector quantization algorithms based on ensemble learning that have good generalization ability and good time efficiency.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (23 results)

All 2011 2010 2009 2008

All Journal Article (12 results) (of which Peer Reviewed: 11 results) Presentation (10 results) Book (1 results)

  • [Journal Article] Acceleration of Genetic Algorithm for Peak Power Reduction of OFDM Signal2011

    • Author(s)
      N.Shigei, H.Miyajima, K.Ozono, K.Araki
    • Journal Title

      IAENG International Journal of Computer Science Vol.38,Issue 1

      Pages: 32-37

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Time-Efficient Genetic Algorithm for Peak Power Reduction of OFDM Signal2010

    • Author(s)
      N.Shigei, H.Miyajima, K.Ozono
    • Journal Title

      Proc.of The World Congress on Engineering and Computer Science

      Pages: 186-191

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Energy Consumption Reduction of Clustering Communication Based on Number of Neighbors for Wireless Sensor Networks2010

    • Author(s)
      N.Shigei, H.Miyajima, H.Morishita
    • Journal Title

      IAENG International Journal of Computer Science Vol.37, Issue 3

      Pages: 296-303

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Energy Efficient Clustering Communication Based on Number of Neighbors for Wireless Sensor Networks2010

    • Author(s)
      N.Shigei, H.Morishita, H.Miyajima
    • Journal Title

      Proc.of IMECS 2010 Vol.II

      Pages: 762-767

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Residual Energy Based Clustering For Energy Efficient Wireless Sensor Networks2010

    • Author(s)
      N.Shigei, H.Morishita, H.Miyajima, M.Maeda
    • Journal Title

      "Intelligent Automation and Computer Engineering." S.-I.Ao, O.Castillo and X.Huang(Eds.), Lecture Notes in Electrical Engineering, Springer-Verlag

      Volume: 52 Pages: 231-242

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Energy Consumption Reduction of Clustering Communication Based on Number of Neighbors for Wireless Sensor Networks2010

    • Author(s)
      N.Shigei, H.Miyajima, H.Morishita
    • Journal Title

      IAENG International Journal of Computer Science

      Volume: 37 Pages: 296-303

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Time-Efficient Genetic Algorithm for Peak Power Reduction of OFDM Signal2010

    • Author(s)
      N.Shigei, H.Miyajima, K.Ozono
    • Journal Title

      Proc.of The World Congress on Engineering and Computer Science 2010

      Pages: 186-191

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Energy Efficient Clustering Communication Based on Number of Neighbors for Wireless Sensor Networks2010

    • Author(s)
      N.Shigei, H.Morishita, H.Miyajima
    • Journal Title

      Proc.of IMECS 2010 II

      Pages: 762-767

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bagging and AdaBoost algorithms for vector quantization2009

    • Author(s)
      N.Shigei, H.Miyajima, M.Maeda, L.Ma
    • Journal Title

      Neurocomputing Vol.73

      Pages: 106-114

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Centralized and Distributed Clustering Methods for Energy Efficient Wireless Sensor Networks2009

    • Author(s)
      N.Shigei, H.Miyajima, H.Morishita, M.Maeda
    • Journal Title

      Proc.of IMCECS 2009 Vol.I

      Pages: 423-427

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Bagging and AdaBoost algorithms for vector quantization2009

    • Author(s)
      N.Shigei, H.Miyajima, M.Maeda, L.Ma
    • Journal Title

      Neurocomputing 73

      Pages: 106-114

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Centralized and Distributed Clustering Methods for Energy Efficient Wireless Sensor Networks2009

    • Author(s)
      N. Shigei, H. Miyajima, H. Morishita, M. Maeda
    • Journal Title

      Proc. of IMCECS 2009 T

      Pages: 423-427

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] GAを用いたOFDM信号のピーク電力抑圧法のIFFT省略による改善2011

    • Author(s)
      紫尾豪氏, 重井徳貴, 宮島廣美
    • Organizer
      情報処理学会火の国情報シンポジウム2011
    • Place of Presentation
      福岡市
    • Year and Date
      2011-03-08
    • Related Report
      2010 Final Research Report
  • [Presentation] GAを用いたOFDM信号のピーク電力抑圧法のIFFT省略による改善2011

    • Author(s)
      紫尾豪氏, 重井徳貴, 宮島廣美
    • Organizer
      火の国情報シンポジウム2011
    • Place of Presentation
      福岡大学(福岡市)
    • Year and Date
      2011-03-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数のシンクを有するセンサネットワークのためのマルチホップ通信における適応的経路構築2010

    • Author(s)
      勝田信, 重井徳貴, 宮島廣美
    • Organizer
      日本知能情報ファジィ学会九州支部学術講演会
    • Place of Presentation
      北九州市
    • Year and Date
      2010-12-11
    • Related Report
      2010 Final Research Report
  • [Presentation] 複数のシンクを有するセンサネットワークのためのマルチホップ通信における適応的経路構築2010

    • Author(s)
      勝田信, 重井徳貴, 宮島廣美
    • Organizer
      日本知能情報ファジィ学会九州支部学術講演会
    • Place of Presentation
      九州工業大学大学院生命体工学研究科(北九州市)
    • Year and Date
      2010-12-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] サブバンド分割を用いたOFDM信号のピーク電力抑圧に対するGAの適用2010

    • Author(s)
      紫尾豪氏, 宮島廣美, 重井徳貴
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      熊本市
    • Year and Date
      2010-09-02
    • Related Report
      2010 Final Research Report
  • [Presentation] サブバンド分割を用いたOFDM信号のピーク電力抑圧に対するGAの適用2010

    • Author(s)
      紫尾豪氏, 宮島廣美, 重井徳貴
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      熊本大学 工学部(熊本市)
    • Year and Date
      2010-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] センサネットワークのための近傍ノード数に基づく省電力クラスタリング通信2009

    • Author(s)
      森下宏樹, 重井徳貴, 宮島廣美
    • Organizer
      情報処理学会第50回モバイルコンピューティングとユビキタス通信研究発表会
    • Place of Presentation
      神奈川県川崎市
    • Year and Date
      2009-09-11
    • Related Report
      2010 Final Research Report
  • [Presentation] センサネットワークのための近傍ノード数に基づく省電力クラスタリング通信2009

    • Author(s)
      森下宏樹, 重井徳貴, 宮島廣美
    • Organizer
      情報処理学会 第50回モバイルコンピューティングとユビキタス通信研究発表会
    • Place of Presentation
      専修大学 生田キャンパス
    • Year and Date
      2009-09-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] センサネットワークにおけるベクトル量子化を用いたクラスタリング手法2008

    • Author(s)
      森下宏樹, 重井徳貴, 宮島廣美, 前田道治
    • Organizer
      電気関係学会九州支部連合大会
    • Place of Presentation
      大分市
    • Year and Date
      2008-09-25
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Presentation] Bagging and AdaBoost Algorithms for Vector Quantization2008

    • Author(s)
      N.Shigei, H.Miyajima, M.Maeda, L.Ma
    • Organizer
      International Symposium on Neural Networks
    • Place of Presentation
      中国北京
    • Year and Date
      2008-09-25
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Book] Chapter 18 "Residual EnergyBased Clustering For Energy Efficient Wireless Sensor Networks," (Intelligent Automation and Computer Engineering, Lecture Notes in Electrical Engineering, Vol.52)2010

    • Author(s)
      N.Shigei, H.Morishita, H.Miyajima, M.Maeda
    • Publisher
      Springer-Verlag
    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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