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Accurate and Low-Cost Indoor Localization System through Active Lighting Control

Research Project

Project/Area Number 24650029
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Computer system/Network
Research InstitutionNara Institute of Science and Technology

Principal Investigator

YASUMOTO Keiichi  奈良先端科学技術大学院大学, 情報科学研究科, 教授 (40273396)

Co-Investigator(Kenkyū-buntansha) TAMAI Morihiko  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (90523077)
Co-Investigator(Renkei-kenkyūsha) SHIBATA Naoki  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (40335477)
SUN Weihua  大阪大学, 大学院情報科学研究科, 助教 (40517520)
Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords屋内位置推定 / 照明点灯パターン変更 / 照度センサ / フィンガープリンティング / 照明装置 / 調光制御
Research Abstract

In this study, we developed an indoor localization method based on the difference of light intensity in indoor space. To tackle the challenge that indoor space has multiple separate areas with similar light intensity, the proposed method enforces change of light intensity over the target space by switching lighting pattern. Then to reduce the labor for measuring the intensity over the target indoor space, we build a model for calculating the light intensity at each point for each lighting pattern. We devise an algorithm which estimates an area including a value obtained by the light intensity sensor in the light intensity map calculated by the model. By switching lighting patterns one by one, the area is narrowed and the user's position is estimated within a small error. We applied the proposed method to a testbed with four illumination devices, and confirmed that our method estimates the user's position within about 0.4m error by about twice lighting pattern switchings.

Report

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

    (12 results)

All 2014 2013 2012 Other

All Presentation (12 results) (of which Invited: 1 results)

  • [Presentation] スマートホームにおける複数のセンシングデータに基づいた生活行動データ抽出システムの提案2014

    • Author(s)
      上田健揮, 玉井森彦, 安本慶一
    • Organizer
      DICOMO2014シンポジウム
    • Place of Presentation
      新潟県新発田市 (発表予定)
    • Year and Date
      2014-07-11
    • Related Report
      2013 Final Research Report
  • [Presentation] 居室内のセンシングによる独居高齢者の見守り支援システムとその評価2014

    • Author(s)
      津田麻衣, 玉井森彦, 安本慶一
    • Organizer
      情報処理学会研究報告
    • Place of Presentation
      東京都中野区 (Vol.2014-DPS-158, No.43,pp. 1-7)
    • Year and Date
      2014-03-07
    • Related Report
      2013 Final Research Report
  • [Presentation] 人間行動の理解に向けたセンシングおよび分析技術の紹介2014

    • Author(s)
      安本慶一
    • Organizer
      電子情報通信学会情報ネットワーク研究会
    • Place of Presentation
      名古屋市
    • Year and Date
      2014-01-23
    • Related Report
      2013 Final Research Report
  • [Presentation] PathSim : A Tool for Finding Minimal Energy Device Operation Sequence for Reaching a Target Context in Smart-Home2013

    • Author(s)
      Teruhiro Mizumoto, Khaled El-Fakih, Keiichi Yasumoto
    • Organizer
      Proc. of the 10th IEEE Int'l. Conf. on Ubiquitous Intelligence and Computing (UIC-2013)
    • Place of Presentation
      Vietri sul Mare, Italy
    • Year and Date
      2013-12-18
    • Related Report
      2013 Final Research Report
  • [Presentation] YAMATO : ウェアラブル屋内フロアマップ生成システム2013

    • Author(s)
      柏本幸俊, 安本慶一
    • Organizer
      第21回マルチメディア通信と分散処理ワークショップ(DPSWS2013)論文集
    • Place of Presentation
      群馬県草津町
    • Year and Date
      2013-12-04
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数のセンシングデータの可視化および関連付けによる生活行動の理解支援システム2013

    • Author(s)
      上田健揮, 大木浩武, 水本旭洋, 玉井森彦, 安本慶一
    • Organizer
      第21回マルチメディア通信と分散処理ワークショップ(DPSWS2013)論文集
    • Place of Presentation
      群馬県草津町
    • Year and Date
      2013-12-04
    • Related Report
      2013 Final Research Report
  • [Presentation] YAMATO : A Wearable Floor Map Generation System2013

    • Author(s)
      Yukitoshi Kashimoto, Keiichi Yasumoto
    • Organizer
      Proc. of ACM SenSys 2013
    • Place of Presentation
      Rome, Italy (poster)
    • Year and Date
      2013-11-11
    • Related Report
      2013 Final Research Report
  • [Presentation] SNSを介した情報家電・センサへの遠隔アクセスミドルウェア2013

    • Author(s)
      大野淳司, 玉井森彦, 安本慶一
    • Organizer
      電子情報通信学会第9回ヒューマンプローブ研究会
    • Place of Presentation
      富山県射水市
    • Year and Date
      2013-06-17
    • Related Report
      2013 Final Research Report
  • [Presentation] Supporting Daily Living Activities using Behavior Logs and Augmented Reality2013

    • Author(s)
      Nakamura, Y., Yamamoto, S., Tamai, M., Yasumoto, K
    • Organizer
      5th Int'l. Workshop on Smart Environments and Ambient Intelligence 2013 (SENAmI 2013), Workshop Proc. of PerCom2013
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2013-03-22
    • Related Report
      2013 Final Research Report
  • [Presentation] ユーザの行動履歴に基づくAR効果を用いた日常生活支援手法2012

    • Author(s)
      中村勇貴, 山本眞也, 玉井森彦, 安本慶一
    • Organizer
      DICOMO2012シンポジウム論文集
    • Place of Presentation
      石川県加賀市
    • Year and Date
      2012-07-04
    • Related Report
      2013 Final Research Report
  • [Presentation] PathSim: A Tool for Finding Minimal Energy Device Operation Sequence for Reaching a Target Context in Smart-Home

    • Author(s)
      Teruhiro Mizumoto, Khaled El-Fakih, Keiichi Yasumoto
    • Organizer
      The 10th IEEE Int’l. Conf. on Ubiquitous Intelligence and Computing (UIC-2013)
    • Place of Presentation
      Vietri sul Mare, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] 人間行動の理解に向けたセンシングおよび分析技術の紹介

    • Author(s)
      安本慶一
    • Organizer
      電子情報通信学会情報ネットワーク研究会
    • Place of Presentation
      愛知県・名古屋市
    • Related Report
      2013 Annual Research Report
    • Invited

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

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