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Robust and Low Cost WLAN Localization for Device Heterogeneity

Research Project

Project/Area Number 23700080
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Computer system/Network
Research InstitutionOsaka University

Principal Investigator

UCHIYAMA Akira  大阪大学, 情報科学研究科, 助教 (70555234)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsユビキタスコンピューティング / 位置推定 / アルゴリズム / ユビキタス / 無線ネットワーク
Research Abstract

In order for the robustness to heterogeneous devices in WLAN localization, we have proposed a method to estimate device locations using connectivity among nodes. We have also investigated a novel metric to evaluate localization methods considering requirements for localization based on human perception. Since received signal strength is vulnerable to device heterogeneity, the proposed method relies on the maximum radio range (i.e. connectivity) among nodes, which is relatively robust to device heterogeneity. However, using connectivity instead of signal strength degrades localization accuracy since it only provides the maximum distance between devices. To improve the accuracy, we leverage map information and the maximum moving speed as additional information. From simulation results, we have confirmed the average localization error is 70% of the maximum radio range.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (25 results)

All 2014 2013 2012 2011

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (19 results)

  • [Journal Article] 都市区画におけるGPS 衛星の見通し判定を用いた位置精度向上法の提案2014

    • Author(s)
      内山彰, 勝田悦子, 上嶋祐紀, 山口弘純, 東野輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.55, No.1 Pages: 389-398

    • NAID

      110009660266

    • URL

      http://id.nii.ac.jp/1001/00098351/

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 都市区画におけるGPS衛星の見通し判定を用いた位置精度向上法の提案2014

    • Author(s)
      内山彰, 勝田悦子, 上嶋祐紀, 山口弘純, 東野輝夫
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.55, No.1 Pages: 389-398

    • NAID

      110009660266

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] UPL : Opportunistic Localization in Urban Districts2013

    • Author(s)
      Akira Uchiyama, Sae Fujii, Kumiko Maeda, Takaaki Umedu, Hirozumi Yamaguchi and Teruo Higashino
    • Journal Title

      IEEE Trans. on Mobile Computing

      Volume: Vol.12, No.5 Issue: 5 Pages: 1009-1022

    • DOI

      10.1109/tmc.2012.86

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Quantifying Relationship between Relative Position Error of Localization Algorithms and Object Identification2013

    • Author(s)
      Noboru Kiyama, Akira Uchiyama, Hirozumi Yamaguchi and Teruo Higashino
    • Journal Title

      Wireless Networks

      Volume: Vol.19, No.6 Issue: 6 Pages: 1037-1049

    • DOI

      10.1007/s11276-012-0516-2

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Self-Estimation of Neighborhood Distribution for Mobile Wireless Nodes2013

    • Author(s)
      Yuki Sakai, Akira Uchiyama, Hirozumi Yamaguchi, and Teruo Higashino
    • Journal Title

      Journal of Information Processing

      Volume: 21 Pages: 198-205

    • NAID

      130003366969

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Trajectory Estimation Algorithm for Mobile Nodes Using Encounter Information and Geographical Information2012

    • Author(s)
      Sae Fujii, Akira Uchiyama, Takaaki Umedu, Hirozumi Yamaguchi, and Teruo Higashino
    • Journal Title

      Pervasive and Mobile Computing

      Volume: Vol.8 Pages: 249-270

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 三次元都市モデルとGPS 信号のSNR を用いた携帯端末の存在領域判定2014

    • Author(s)
      上嶋祐紀, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会MBL研究会
    • Place of Presentation
      神奈川
    • Year and Date
      2014-03-15
    • Related Report
      2013 Final Research Report
  • [Presentation] 鉄道におけるBluetooth受信特性を用いた乗車車両および混雑の推定手法2014

    • Author(s)
      前川勇樹,内山彰,山口弘純,東野輝夫
    • Organizer
      情報処理学会ITS研究会
    • Place of Presentation
      沖縄
    • Related Report
      2013 Annual Research Report
  • [Presentation] 三次元都市モデルとGPS信号のSNRを用いた携帯端末の存在領域判定2014

    • Author(s)
      上嶋祐紀, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会MBL研究会
    • Place of Presentation
      神奈川
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPS Line-Of-Sight Fingerprinting for Enhancing Location Accuracy in Urban Areas2013

    • Author(s)
      Akira Uchiyama, Etsuko Katsuda, Yuki Uejima, Hirozumi Yamaguchi, and Teruo Higashino
    • Organizer
      Proceedings of the 4th International Conference on Indoor Positioning and Indoor Navigation, (IPIN 2013)
    • Place of Presentation
      France
    • Year and Date
      2013-10-30
    • Related Report
      2013 Final Research Report
  • [Presentation] スマートフォンを用いた駅ホームにおける混雑推定の一検討2013

    • Author(s)
      前川勇樹, 境裕樹, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      電子情報通信学会
    • Place of Presentation
      宮城
    • Year and Date
      2013-01-24
    • Related Report
      2013 Final Research Report
  • [Presentation] GPS Line-Of-Sight Fingerprinting for Enhancing Location Accuracy in Urban Areas2013

    • Author(s)
      Akira Uchiyama, Etsuko Katsuda, Yuki Uejima, Hirozumi Yamaguchi, and Teruo Higashino
    • Organizer
      Proceedings of the 4th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2013)
    • Place of Presentation
      France
    • Related Report
      2013 Annual Research Report
  • [Presentation] Bluetoothの接続関係を用いた鉄道における乗車車両推定法の提案2013

    • Author(s)
      前川勇樹, 境裕樹, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      電子情報通信学会信学技報
    • Place of Presentation
      北海道
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPS衛星見通し判定を用いた位置推定法の地域特性に基づく精度向上の検討2013

    • Author(s)
      上嶋祐紀, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会MBL研究会
    • Place of Presentation
      埼玉
    • Related Report
      2013 Annual Research Report
  • [Presentation] スマートフォンを用いた駅ホームにおける混雑推定の一検討2013

    • Author(s)
      前川勇樹, 境裕樹, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      電子情報通信学会
    • Place of Presentation
      仙台,宮城
    • Related Report
      2012 Research-status Report
  • [Presentation] 都市区画におけるGPS 衛星の見通し判定を用いたナビゲーション精度向上法の提案2012

    • Author(s)
      勝田悦子, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      東京
    • Year and Date
      2012-03-13
    • Related Report
      2013 Final Research Report
  • [Presentation] Image Sensor Communication for Patient ID Recognition Using Mobile Devices2012

    • Author(s)
      Akira Uchiyama, Takanori Hirao, Hirozumi Yamaguchi, and Teruo Higashino
    • Organizer
      Proceedings of International Workshop on Sensing Applications on Mobile Phones (PhoneSense 2012)
    • Place of Presentation
      Tronto, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] GPS信号履歴を用いた建物出口特定法の提案2012

    • Author(s)
      上嶋祐紀, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会
    • Place of Presentation
      札幌,北海道
    • Related Report
      2012 Research-status Report
  • [Presentation] 傷病者ID認識のための携帯端末向けイメージセンサ通信方式の開発2012

    • Author(s)
      平生隆智,内山彰,山口弘純,東野輝夫
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      神奈川
    • Related Report
      2011 Research-status Report
  • [Presentation] 都市区画におけるGPS衛星の見通し判定を用いたナビゲーション精度向上法の提案2012

    • Author(s)
      勝田悦子, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Presentation] GPS 受信状態を用いた屋内外判定法2011

    • Author(s)
      勝田悦子, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      鹿児島
    • Year and Date
      2011-11-11
    • Related Report
      2013 Final Research Report
  • [Presentation] 位置推定されたノード群に対するユーザ視点を考慮した相対位置誤差の提案2011

    • Author(s)
      木山昇, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2011)シンポジウム
    • Place of Presentation
      京都
    • Year and Date
      2011-07-06
    • Related Report
      2013 Final Research Report
  • [Presentation] eTriage: A Wireless Communication Service Platform for Advanced Rescue Operations2011

    • Author(s)
      Teruo Higashino, Akira Uchiyama, and Keiichi Yasumoto
    • Organizer
      Proceedings of ACM Workshop on Internet of Things and Service Platforms (IoTSP 2011)(招待講演)
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2011 Research-status Report
  • [Presentation] 位置推定されたノード群に対するユーザ視点を考慮した相対位置誤差の提案2011

    • Author(s)
      木山昇, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2011)シンポジウム
    • Place of Presentation
      京都
    • Related Report
      2011 Research-status Report
  • [Presentation] GPS受信状態を用いた屋内外判定法2011

    • Author(s)
      勝田悦子, 内山彰, 山口弘純, 東野輝夫
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      鹿児島
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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