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Study on an Autonomous Task System Using R F ID

Research Project

Project/Area Number 17560222
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionThe University of Electro-Communications

Principal Investigator

TAKASE Kunikatsu  The University of Electro-Communications, Graduate School of Information Systems, Professor, 大学院情報システム学研究科, 教授 (10270927)

Co-Investigator(Kenkyū-buntansha) SONGMIN Jia  The University of Electro-Communications, Graduate School of Information Systems, Assistant Professor, 大学院情報システム学研究科, 助手 (00345430)
羽田 芳朗  電気通信大学, 大学院・情報システム学研究科, 助手 (90313428)
Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2006: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 2005: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsRFID / Localization / Bayes' theory / Environment Recognition / IDタグ / 自己位置同定 / 移動ロボット / ガイダンス / ナビゲーション / センサ統合
Research Abstract

Research results are summarized in the following four items.
(1)Realization of the guidance of a mobile robot using RFID
Localization based on an odometry was not practical because its accumulated error was not negligible. A method of robot pose estimation was proposed, where a tag reader communicated with a number of ID tags which were attached on a ceiling and identified them, then calculated robot pose using detection time information. In the experiment the robot pose estimation error was within 10 cm.
(2)Realization of the guidance of a mobile robot using RFID and TV camera
In addition to RFID, TV camera was used to localize a mobile robot more accurately. This scheme realized the localization accuracy of 2 cm. Based on this method an indoor navigation system was developed and robot mobility was verified even in a corner and long straight aisle.
(3)Realization of the environment recognition for a pick-up task
ID tags were attached on objects to recognize them. RFID information was statistically processed on the basis of Bayes' theory and the position of objects were moderately estimated, while identifying the objects. This method was implemented and experiments were carried out to verify the effectiveness.
(4)Investigation of pick-up task
A method that a stereo vision accurately recognized an object which was roughly localized by RFID was proposed. ID tags bore not only identifier number but also properties of the objects such as color, size, shape, etc.. By utilizing these information, image processing was efficiently and effectively performed for the purpose of pick-up task.

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (16 results)

All 2006 2005

All Journal Article (16 results)

  • [Journal Article] Network distributed multi-functional robotic system' supporting the elderly and disabled people2006

    • Author(s)
      Songmin Jia, Weiguo Lin, Kaizhong Wang, Kunikatsu Takase
    • Journal Title

      The International Journal of Intelligent and Robotic Systems (Springer)

      Pages: 53-76

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Sensor Based Robot Navigation in indoor Environments2006

    • Author(s)
      Songmin Jia, Erzhe Shang, Takafumi Abe, Kunikatsu Takase
    • Journal Title

      Proceedings of the AICT

      Pages: 345-352

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Localization of Mobile Robot with RFID Technology and Stereo Vision2006

    • Author(s)
      Songmin Jia, Erzhe Shang, Takafumi Abe, Kunikatsu Takase
    • Journal Title

      Proceedings of the IEEE ICIMA2006

      Pages: 508-513

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Network distributed multi functional robotic system'supporting the elderly and disabled people,2006

    • Author(s)
      Songmin Jia, Weiguo Lin, Kaizhong Wang, Kuni katsu Takase.
    • Journal Title

      The International Journal of Intelligent and Robotic Systems(Springer)

      Pages: 53-76

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Localization of Mobile Robot with RFID Technology and Stereo Vision2006

    • Author(s)
      Songmin Jia, Erzhe Shang, Takafumi Abe, Kunikatsu Takase
    • Journal Title

      Proceedings of the IEEE ICIMA 2006

      Pages: 508-513

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] RFIDとステレオによる障害物の検出精度向上2006

    • Author(s)
      盛 金博, 賈 松敏, 中後 大輔, 高瀬 國克
    • Journal Title

      第7回計測自動制御学会システムインテグレーション部門講演会予稿集

    • Related Report
      2006 Annual Research Report
  • [Journal Article] RFIDとステレオビジョンを用いた障害物の検出2006

    • Author(s)
      賈 松敏, 阿部 貴史, 高瀬 國克
    • Journal Title

      第7回計測自動制御学会システムインテグレーション部門講演会予稿集

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 力覚提示機能を有するWWW上に構築された仮想環境操作システム2005

    • Author(s)
      市毛, 比留川, 高瀬
    • Journal Title

      日本ロボット学会誌 12.5

      Pages: 565-571

    • NAID

      10016591191

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] A study on Localization of a Mobile Robot Based on ID Tags2005

    • Author(s)
      W.Lin, S.Jia, K.Takase
    • Journal Title

      Systems and Human Science For Safety, Security and Dependability Chapter 5

      Pages: 381-394

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Development of Service Robotic System Based on Robot Technology Middleware2005

    • Author(s)
      S.Jia, E.Shang, T.Abe, F.Yang, K.Takase
    • Journal Title

      Proceedings of International Conference on Intelligent Mechatronics and Automation

      Pages: 1075-1080

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Virtual-Model Manipulaton System using Force Feedback Six Degree of Freedom Manipulator on the WWW2005

    • Author(s)
      Y.Ichige, H.Hirukawa, K.Takase
    • Journal Title

      Journal of Robotics Society of Japan Vol.23 No.5

      Pages: 565-571

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Network distributed multi-functional robotic system' supporting the elderly and disabled people,2005

    • Author(s)
      Songmin Jia, Weiguo Lin, Kaizhong Wang, Kunikatsu Takase
    • Journal Title

      The International Journal of Intelligent and Robotic Systems (Kluwer Academic Publishers) (in print)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] RFIDを用いたロボットナビゲーションシステムに関する研究2005

    • Author(s)
      尚, 賈, 阿部, 高瀬
    • Journal Title

      第23回日本ロボット学会学術講演会予稿集 23

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 立ち上がり補助椅子のための人間の意図検出システム2005

    • Author(s)
      知久, 高瀬
    • Journal Title

      第23回日本ロボット学会学術講演会予稿集 23

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A study on Localization of a Mobile Robot Based on ID Tags2005

    • Author(s)
      W.Lin, S.Jia, K.Takase
    • Journal Title

      Systems and Human Science For Safety, Security and Dependability Chapter5

      Pages: 381-394

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Development of Service robotic System Based on Robot Technology Middleware2005

    • Author(s)
      S.Jia, E.Shang, T.Abe, F.Yang, K.Takase
    • Journal Title

      Proceedings of International Conference on Intelligent Mechatronics and Automation

      Pages: 1075-1080

    • Related Report
      2005 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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