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極限環境への挑戦:知的探査ロボットのSLAM及びナビゲーション

Research Project

Project/Area Number 16F16054
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section外国
Research Field Intelligent robotics
Research InstitutionThe University of Tokyo

Principal Investigator

山下 淳  東京大学, 大学院工学系研究科(工学部), 准教授 (30334957)

Co-Investigator(Kenkyū-buntansha) JI YONGHOON  東京大学, 工学(系)研究科(研究院), 外国人特別研究員
Project Period (FY) 2016-04-22 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 2017: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2016: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsロボット / SLAM / ナビゲーション / 極限環境
Outline of Annual Research Achievements

本研究は,知的探査ロボットのSLAM(Simultaneous Localization and Mapping,自己位置推定と環境地図作成を同時に行うこと)及びナビゲーションの新規手法を提案するものである.具体的には,SLAM分野における未解決問題である「(1) 知能化空間の構築におけるサービスロボットの知的ナビゲーション」,「(2) 音響カメラを用いた水中SLAM」について,それぞれ新しいパラダイムの確立を目指することを研究目的とした.
(1)については,分散センサから得られる動的な環境情報も同時に処理可能な新しい移動ロボットのナビゲーションパラダイムを構築すると同時に,環境内の分散センサの配置を地図情報のみで自動的にキャリブレーションする手法を構築した.(2)については,陸上環境において確立されているSLAM技術を発展・応用することで水中における新しい超音波SLAMの枠組みを構築した.
平成29年度は,平成28年度に確立した新しいパラダイムを実際に用いるための新しい枠組みを構築し,提案したパラダイムの有効性を示した.(1)については,平成28年度に構築したカメラの位置・姿勢計測手法を発展・応用させ,分散カメラから得られる知能化環境に対する動的な情報と,静的な地図情報を適切に統合する枠組みを構築し,新しい移動ロボットのナビゲーション手法(知能化空間におけるロボットの自己位置推定法や運動制御手法)を提案した.(2)については,超音波カメラを搭載した水中ロボットの6自由度の位置・姿勢情報及び環境に対する3次元情報を計測可能な水中SLAMアルゴリズムを新規に構築し,水中環境においてその有効性を検証した.
以上により,極限環境における知的探査ロボットのSLAMおよびナビゲーションの新パラダイムを確立し,有効性を実証した.

Research Progress Status

29年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

29年度が最終年度であるため、記入しない。

Report

(2 results)
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (23 results)

All 2018 2017 2016

All Journal Article (6 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 6 results) Presentation (17 results) (of which Int'l Joint Research: 11 results)

  • [Journal Article] Dynamic State Estimation of Driving Style Based on Driving Risk Feature2018

    • Author(s)
      Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Yasuhide Kuroda, Takashi Sugano, Yasunori Yamamoto, Atsushi Yamashita and Hajime Asama
    • Journal Title

      International Journal of Automotive Engineering

      Volume: 9 Issue: 1 Pages: 31-38

    • DOI

      10.20485/jsaeijae.9.1_31

    • NAID

      130006575947

    • ISSN
      2185-0984, 2185-0992
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Lane-Change Detection Based on Vehicle-Trajectory Prediction2017

    • Author(s)
      Hanwool Woo, Yonghoon Ji, Hitoshi Kono, Yusuke Tamura, Yasuhide Kuroda, Takashi Sugano, Yasunori Yamamoto, Atsushi Yamashita and Hajime Asama
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: Vol. 2, No. 2 Issue: 2 Pages: 1109-1116

    • DOI

      10.1109/lra.2017.2660543

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Effect of Detector Pose Uncertainty in Localization of Radiation Sources2017

    • Author(s)
      Doyeon Kim, Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Atsushi Yamashita and Hajime Asama
    • Journal Title

      E-Journal of Advanced Maintenance

      Volume: Vol. 9, No. 2 Pages: 97-103

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 3D-2D Matching of Line Features for Spherical Camera Localization in Man-made Environment2017

    • Author(s)
      後藤 翼, Sarthak Pathak, 池 勇勳, 藤井 浩光, 山下 淳, 淺間 一
    • Journal Title

      Journal of the Japan Society for Precision Engineering

      Volume: 83 Issue: 12 Pages: 1209-1215

    • DOI

      10.2493/jjspe.83.1209

    • NAID

      130006243019

    • ISSN
      0912-0289, 1882-675X
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Calibration of Camera Sensor Networks Based on 3D Texture Map Information2017

    • Author(s)
      Yonghoon Ji, Atsushi Yamashita and Hajime Asama
    • Journal Title

      Robotics and Autonomous Systems

      Volume: Vol. 87 Pages: 313-328

    • DOI

      10.1016/j.robot.2016.09.015

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Indoor Positioning System Based on Camera Sensor Network for Mobile Robot Localization in Indoor Environments2016

    • Author(s)
      Yonghoon Ji, Atsushi Yamashita and Hajime Asama
    • Journal Title

      Journal of Institute of Control, Robotics and Systems

      Volume: Vol. 22, No. 11 Issue: 11 Pages: 952-959

    • DOI

      10.5302/j.icros.2016.16.0079

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] Lane-Change Detection Based on Vehicle-Trajectory Prediction2017

    • Author(s)
      Hanwool Woo, Yonghoon Ji, Hitoshi Kono, Yusuke Tamura, Yasuhide Kuroda, Takashi Sugano, Yasunori Yamamoto, Atsushi Yamashita and Hajime Asama
    • Organizer
      2017 IEEE International Conference on Robotics and Automation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3-D Reconstruction of Underwater Object Based on Extended Kalman Filter by Using Acoustic Camera Images2017

    • Author(s)
      Ngoc Trung Mai, Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Atsushi Yamashita and Hajime Asama
    • Organizer
      20th World Congress of the International Federation of Automatic Control
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-localization Methods for Fault Diagnosis in Autonomous Mobile Robots Systems2017

    • Author(s)
      Xiaojun Lu, Angela Faragasso, Yonghoon Ji, Hitoshi Kono, Atsushi Yamashita and Hajime Asama
    • Organizer
      2017 IEEE International Conference on Real-time Computing and Robotics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Driver Classification in Vehicle-Following Behavior by Using Dynamic Potential Field Method2017

    • Author(s)
      Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Yasuhide Kuroda, Takashi Sugano, Yasunori Yamamoto, Atsushi Yamashita and Hajime Asama
    • Organizer
      IEEE 20th International Conference on Intelligent Transportation Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3D Reconstruction of Line Features Using Multi-view Acoustic Images in Underwater Environment2017

    • Author(s)
      Ngoc Trung Mai, Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Atsushi Yamashita and Hajime Asama
    • Organizer
      2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of Scale and Slope Information for Structure from Motion-based 3D Map2017

    • Author(s)
      Yuyang Shao, Yonghoon Ji, Hiromitsu Fujii, Keiji Nagatani, Atsushi Yamashita and Hajime Asama
    • Organizer
      Proceedings of the 2017 IEEE/SICE International Symposium on System Integration
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3D Radiation Imaging Using Mobile Robot Equipped with Radiation Detector2017

    • Author(s)
      Doyeon Kim, Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Atsushi Yamashita and Hajime Asama
    • Organizer
      Proceedings of the 2017 IEEE/SICE International Symposium on System Integration
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] コンプトンカメラを搭載した移動ロボットによるSLAMを用いた放射線源の位置推定手法の構築2017

    • Author(s)
      金 度演, 禹 ハンウル, 池 勇勳, 田村 雄介, 山下 淳, 淺間 一
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会'17
    • Related Report
      2017 Annual Research Report
  • [Presentation] 車両挙動分析による先行車追従における運転者の運転行動推定2017

    • Author(s)
      禹 ハンウル, 池 勇勳, 河野 仁, 田村 雄介, 黒田 康秀, 菅野 崇, 山本 康典, 山下 淳, 淺間 一
    • Organizer
      自動車技術会2017年春季大会学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Estimation of Soil Volume Change Using UAV-based 3D Terrain Mapping2017

    • Author(s)
      Yuyang Shao, Yonghoon Ji, Hiromitsu Fujii, Shingo Yamamoto, Takumi Chiba, Kazuhiro Chayama, Yusuke Tamura, Keiji Nagatani, Atsushi Yamashita and Hajime Asama
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 不整地走行移動ロボットの位置誤差を考慮したロバストな経路計画2017

    • Author(s)
      土居 悠輝, 池 勇勳, 田村 雄介, 池田 裕樹, 梅村 篤志, 金島 義治, 村上 弘記, 山下 淳, 淺間 一
    • Organizer
      第18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
    • Related Report
      2017 Annual Research Report
  • [Presentation] ガンマ線検出器の位置姿勢の不確実性が放射線源の位置推定結果に与える影響のシミュレーション検証2016

    • Author(s)
      金 度演, 禹 ハンウル, 池 勇勳, 田村 雄介, 山下 淳, 淺間 一
    • Organizer
      第17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
    • Place of Presentation
      札幌コンベンションセンター(北海道札幌市)
    • Year and Date
      2016-12-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] Localization of Radiation Sources Using Gamma-ray Detector in Simulated Environments2016

    • Author(s)
      Doyeon Kim, Hanwool Woo, Yonghoon Ji, Yusuke Tamura, Atsushi Yamashita and Hajime Asama
    • Organizer
      The 4th International Conference on Maintenance Science and Technology (ICMST2016)
    • Place of Presentation
      Shenzhen (China)
    • Year and Date
      2016-11-01
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Acoustic Camera-based 3D Measurement of Underwater Objects through Automated Extraction and Association of Feature Points2016

    • Author(s)
      Yonghoon Ji, Seungchul Kwak, Atsushi Yamashita and Hajime Asama
    • Organizer
      2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI2016)
    • Place of Presentation
      Baden-Baden (Germany)
    • Year and Date
      2016-09-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音響カメラ画像を用いた拡張カルマンフィルタに基づく水中物体の3次元計測手法の構築2016

    • Author(s)
      マイ ゴクチュン, 禹 ハンウル, 池 勇勳, 田村 雄介, 山下 淳, 淺間 一
    • Organizer
      第34回日本ロボット学会学術講演会
    • Place of Presentation
      山形大学小白川キャンパス(山形県山形市)
    • Year and Date
      2016-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Indoor Positioning System Based on Distributed Camera Sensor Networks2016

    • Author(s)
      Yonghoon Ji, Atsushi Yamashita and Hajime Asama
    • Organizer
      The 14th International Conference on Intelligent Autonomous Systems
    • Place of Presentation
      Shanghai (China)
    • Year and Date
      2016-07-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3-D Reconstruction of Underwater Objects Using Arbitrary Acoustic Views2016

    • Author(s)
      Seungchul Kwak, Yonghoon Ji, Atsushi Yamashita and Hajime Asama
    • Organizer
      The 11th France-Japan congress on Mechatronics / the 9th Europe-Asia congress on Mechatronics / the 17th International Conference on Research and Education in Mechatronics (MECATRONICS-REM2016)
    • Place of Presentation
      Compiegne (France)
    • Year and Date
      2016-06-15
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

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Published: 2016-05-17   Modified: 2024-03-26  

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