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Node Localization for Wireless Sensor Networks based on Self-Organizing Maps Algorithm

Research Project

Project/Area Number 22500075
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

TAKIZAWA Yasuhisa  関西大学, 環境都市工学部, 准教授 (50395050)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsユビキタスコンピューティング / 無線センサネットワーク / ローカライゼーション / 自己組織化マップ / ZigBee / Localization / 自己組織化 / ノード位置推定 / センサネットワーク / ユビキタス
Research Abstract

Self-Organizing Localization (SOL) for wireless sensor networks was established. SOL provides a high accuracy for the estimation on sensor node location, by using a small number of anchor nodes, and without measurement device for distance from neighbor node. SOL was evaluated by both of network simulator and its implementation system by using XBee and Arduino. On both evaluations by using IEEE802.15.4 as wireless media, it provided the estimated sensor node location with less error than 1m.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (14 results)

All 2012 2011

All Journal Article (10 results) (of which Peer Reviewed: 8 results) Presentation (4 results)

  • [Journal Article] Self-Organizing Localization for Wireless Sensor Networks based on RSSI2012

    • Author(s)
      Y.Takizawa, S.Ohno, N.Adachi
    • Journal Title

      Sensor Leters

      Volume: Vol.10, No.8 Pages: 1-10

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 無線センサネットワークにおける自己組織化位置推定方式の提案2012

    • Author(s)
      大野翔平,安達直世,滝沢泰久
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.53, No. 7 Pages: 1774-1782

    • NAID

      110009423547

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大野翔平,安達直世,滝沢泰久, ”無線センサネットワークにおける自己組織化位置推定方式の提案2012

    • Author(s)
      大野,安達,滝沢
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.53, No.7 Pages: 1774-1782

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Self-Organzing Localization for Wireless Sensor Networks based on RSSI2012

    • Author(s)
      Y.Takizawa, S.Ohno, N.Adachi
    • Journal Title

      Sensor Letters

      Volume: Vo.10, No8 Pages: 1-10

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Space Free Localization for Sensor Networks using Self-Organizing Maps2012

    • Author(s)
      Y.Takizawa, S.Ohno, N.Adachi
    • Journal Title

      Proceedings CD of 2012 IEEE WiSNet

      Pages: 49-52

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 無線センサネットワークにおける自己組織化位置推定方式の提案2012

    • Author(s)
      大野翔平, 安達直世, 滝沢泰久
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.53,No.7(印刷中)

    • NAID

      110009423547

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Self-Organizing Localization for Wireless Sensor Networks based on RSSI2012

    • Author(s)
      Y.Takizawa, S.Ohno, N.Adachi
    • Journal Title

      Sensor Letters

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Node Localization for Sensor Networks using Self-Organizing Map2011

    • Author(s)
      Yasuhisa Takizawa
    • Journal Title

      Proceedings of the 2011 IEEE Radio and Wireless Symposium

      Pages: 61-64

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 無縁センサネットワーク環境における自己位置推定方式の特性評価2011

    • Author(s)
      大野翔平, 安達直世, 滝沢泰久
    • Journal Title

      情報処理学会研究報告

      Volume: Vol.2011-DPS-144No.2 Pages: 1-7

    • Related Report
      2010 Annual Research Report
  • [Journal Article] 無線センサネットワーク環境を考慮した端末自己位置推定方式の提案2011

    • Author(s)
      大野翔平, 安達直世, 滝沢泰久
    • Journal Title

      情報処理学会研究報告

      Volume: VoL.2011-DPS-146No.41 Pages: 1-7

    • Related Report
      2010 Annual Research Report
  • [Presentation] Space Free Localization for Wireless Sensor Networks Based on Neighbor Topology2012

    • Author(s)
      Y.Takizawa
    • Organizer
      International Workshop on Wireless Sensor, Actuator and Robot Networks (WiSARN)
    • Place of Presentation
      USA Las Vegas
    • Related Report
      2012 Final Research Report
  • [Presentation] Space Free Localization for Sensor Networks using Self-Organizing Maps2012

    • Author(s)
      Y.Takizawa, S.Ohno, N.Adachi
    • Organizer
      2012 IEEE Radio & Wireless Week
    • Place of Presentation
      USA Santa Clara
    • Related Report
      2012 Final Research Report
  • [Presentation] Space Free Localization for Wireless Sensor Networks Based on Neighbor Topology2012

    • Author(s)
      Y.Takizawa
    • Organizer
      International Workshop on Wireless Sensor, Actuator and Robot Networks (WiSARN)
    • Place of Presentation
      米国 ラスベガス
    • Related Report
      2012 Annual Research Report
  • [Presentation] Node Localization for Sensor Networks using Self-Organizing Maps2011

    • Author(s)
      Y.Takizawa
    • Organizer
      2011 IEEE Radio & Wireless Week
    • Place of Presentation
      USA Pheonix
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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