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A Research on Formulation for Positioning Method of Autonomous Mobile Vehicle Running in Outdoor Environment

Research Project

Project/Area Number 15360130
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionUniversity of Tsukuba

Principal Investigator

TSUBOUCHI Takashi  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院・システム情報工学研究科, 助教授 (80192649)

Co-Investigator(Kenkyū-buntansha) YUTA Shin'ichi  University of Tsukuba, Vise-President, 副学長 (00092502)
OHYA Akihisa  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院・システム情報工学研究科, 助教授 (30241798)
OHNO Kazunori  Tohoku University, Graduate School of Information Sciences, Assistant Professor, 大学院・情報科学研究科, 助 (70379486)
重松 文治  五洋建設, 技術研究所, 課長
Project Period (FY) 2003 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥15,300,000 (Direct Cost: ¥15,300,000)
Fiscal Year 2005: ¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2004: ¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 2003: ¥8,300,000 (Direct Cost: ¥8,300,000)
KeywordsSatellite positioning / Intelligent Robotics / SLAM / Outdoor navigation / Mobile Robot / Self-position identification / 自己位置計測 / スキャンマッチング / GPS / 自律走行 / DGPS / PTK-GPS / 屋外走行 / RTK-GPS
Research Abstract

This research has revealed two facts at first as follows : 1.DGPS receiver outputs measured position data continually, however, 2.such measured position occasional ly contains large error suffering from multi path or scattering problems of radio wave from the satellites. These problems arise from roadside trees, buildings or architectural structures. Because of the second fact, it is necessary to discriminate reliable DGPS measured positions from the erroneous measurements. In this research work, a method for the discrimination based on odometry measured position is proposed. Only reliable DGPS measurements will be fused to the odometry measured position to correct cumulative error under Kalman filtering frame work. However, there remains such a problem yet that we suffer from cumulative error problem of odometry which was too much relied on when DGPS receiver continually outputs erroneous positions in a street with roadside trees in line so long.
To cope with this problem, a positioning method is proposed in this research, which utilizes GPS,LRF (Laser Range Finder), map and odometry near architectural structures. The map covers very huge area so that a novel way to build the map accurately and easily is also proposed, where 3 dimensional structure of the environment is reconstructed based on the odometry and RTK-GPS position measurements and LRF range data. After the reconstruction, a human operator specifies landmarks manual ly by using a GUI tool to present the reconstructed structure.
Finally, an experimental mobile vehicle moves along street in the universty campus for several hundreds meters where there were many buildings alongside the street successfully.

Report

(4 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (22 results)

All 2006 2004 2003 Other

All Journal Article (17 results) Book (1 results) Publications (4 results)

  • [Journal Article] 移動ロボットによる環境地図生成のための3次元化NDTを用いた高速3次元スキャンマッチング2006

    • Author(s)
      竹内栄二朗
    • Journal Title

      第11回ロボティクスシンポジア予稿集

      Pages: 252-257

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Journal Article] A Fast Scan Matching in 3-D Space using 3D Normal Distributions Transform for Mobile Robotic Mapping,2006

    • Author(s)
      E.Takeuchi, T.Tsubouchi
    • Journal Title

      Proc.of the 11^<th> Robotics Symposia (in Japanese)

      Pages: 252-257

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Position and Posture Estimation of a Crawler Type Vehicle2006

    • Author(s)
      モラレス佐伯ルイス洋一
    • Journal Title

      2005年度第3回山彦シンポジウム予稿集

      Pages: 61-68

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 屋外環境の三次元形状データに基づく環境地図作成2004

    • Author(s)
      大野和則
    • Journal Title

      第9回 ロボティクスシンポジア 予稿集

      Pages: 44-50

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] DGPS and Odometry Based Outdoor Navigation of a Mobile Robot2004

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Advanced Robotics 18・6

      Pages: 611-635

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Proper use of GPS for Outdoor Navigation by an Autonomous Mobile Robot2004

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Proc. of International Conference on Intelligent Autonomous Systmes - 8 (IAS-8)

      Pages: 1070-1079

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Outdoor Map Building Based on Odometry and RTK-GPS Positioning Fusion2004

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Proc. of International Conference on Robotics and Automation

      Pages: 684-690

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Landmarks Map Building based on 3D Structure Data of Outdoor Environumet,2004

    • Author(s)
      K.Ohno, T.Tsubouchi, S.Yuta
    • Journal Title

      Proc.of the 9^<th> Robotics Symposia (in Japanese)

      Pages: 44-50

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Differential GPS and Odometry-Based Outdoor Navigation of a Mobile Robot,2004

    • Author(s)
      K.Ohno, T.Tsubouchi, B.Shigematsu, S.Yuta
    • Journal Title

      Advanced Robotics vol.18, no.6

      Pages: 611-635

    • NAID

      10013361191

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Proper use of GPS for Outdoor Navigation by an Autonomous Mobile Robot,2004

    • Author(s)
      K.Ohno, T.Tsubouchi, B.Shigematsu, S.Yuta
    • Journal Title

      Proc.of Int.Conf.on Intelligent Autonomous Systems 8

      Pages: 1070-1079

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Outdoor Map Building Based on Odometry and RTK-GPS Positioning Fusion,2004

    • Author(s)
      K.Ohno, T.Tsubouchi, S.Yuta
    • Journal Title

      Proc.of IEEE Int.Couf.on Robotics and Automation

      Pages: 684-690

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Proper use of GPS for Outdoor Navigation by an Autonomous Mobile Robot2004

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Proc.of International Conference on Intelligent Autonomous Systmes-8(IAS-8)

      Pages: 1070-1079

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Outdoor Map Building Based on Odometry and RTK-GPS Positioning Fusion2004

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Proc.of International Conference on Robotics and Automation

      Pages: 684-690

    • Related Report
      2004 Annual Research Report
  • [Journal Article] GPSを用いた地上移動体の位置計測と実装例の紹介2004

    • Author(s)
      大野和則
    • Journal Title

      講習会「使えるGPS」予稿集

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Mobile Robot Navigation Based on DGPS and Odometry in Campus Environment2003

    • Author(s)
      Kazunori Ohno
    • Journal Title

      Preprints of Int. Conf. on Field and Service Robotics

      Pages: 189-194

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Mobile Robot Navigation Based on DGPS and Odometry in Campus Environment,2003

    • Author(s)
      K.Ohno, T.Tsubouchi, B.Shigematsu, S.Maeyama, S.Yuta
    • Journal Title

      Int.Conf.on Field and Service Robotics '03 (Preprints)

      Pages: 189-194

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Introduction to positioning for ground vehicles by GPS and its implementations,

    • Author(s)
      K.Ohno
    • Journal Title

      Seminar "Utilizing GPS" (organized by International Rescue System Institute) (in Japanese) (Preprints)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 講習会「使えるGPS」予稿集(GPSを用いた地上移動体の位置計測と実装例の紹介)2004

    • Author(s)
      大野和則
    • Publisher
      国際レスキューシステム研究機構発行
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Publications] K.Ohno, T.Tsubouchi et al.: "DGPS and Odometry based Outdoor Navigation of a Mobile Robot"Advanced Robotics. (Accepted). 11 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Ohno, T.Tsubouchi et al.: "Outdoor Map Building Based on Odometry and RTK-GPS Positioning Fusion"Proc.of IEEE Int.Conf.on Robotics and Automation. (Accepted). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Ohno, T.Tsubouchi et al.: "Mobile Robot Navigation Based on DGPS and Odometry in Campus Environment"Preprints of Int.Conf.on Field and Service Robotics. 189-194 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 大野和則, 坪内孝司 他: "屋外環境の三次元形状データに基づく環境地図作成"第9回ロボティクスシンポジア予稿集. 44-55 (2004)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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