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Establishment of Docking Control by Stereo-vision Real-time Space Perception for Autonomous Underwater Vehicle and Real-sea Verification Experiments

Research Project

Project/Area Number 16K06183
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionOkayama University

Principal Investigator

Minami Mamoru  岡山大学, 自然科学研究科, 教授 (80262608)

Co-Investigator(Kenkyū-buntansha) 松野 隆幸  岡山大学, 自然科学研究科, 准教授 (50377842)
矢納 陽  川崎医療福祉大学, 医療技術学部, 准教授 (70351658)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2016: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords自律型水中ロボット / 複眼カメラ / 立体空間認識 / 模擬充電実験 / ドッキング / 自律型知能ロボット / 海底資源探査 / 長期連続航行 / 人間機会システム
Outline of Final Research Achievements

Through conducting continuous repeated docking in pool and real sea -Setouchi Inland Sea-, nearly ninety-times dockings with the stroke of 600[mm] have been verified to be executable, should the following prerequisite conditions be satisfied. The prerequisite conditions are (1)turbidity level is lower than 5[FTU], (2)lighting environment is daytime condition, (3)docking hole direction is kept to be parallel to the current orientation. Furthermore, by making the 3D-marker for detecting relative pose between the marker and the underwater vehicle being able to light-emitting, the restricting prerequisite condition on how much extent the vehicle can dock, has been expanded. The expanded abilities are (a)the turbidity could be successful up to 12[FTU], (b)pitch-dark lighting environment does not pose any problem for docking, which has been enabled by lighting-3D-marker.

Academic Significance and Societal Importance of the Research Achievements

AUVの自動嵌合はロボットのエネルギー源であるバッテリーの海底での自動充電につながり、深海底での自律型知能ロボットの長時間の自律連続運転や作業を行うことが可能になり、この技術は、長期間連続航行を要する海底資源探査・回収や海中未確認生物の生態調査等への利用が期待される。東京大学の協力を得て、プール環境で自律型水中ロボットAUV(Autonomous Underwater Vehicle)を用いた水中模擬充電実験(模擬水中充電ステーションに水中ロボットに装着した棒を嵌合させる実験)に成功した。この技術は、長期間連続航行を要する海底資源探査・回収や海中未確認生物の生態調査等への利用が期待される。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (28 results)

All 2019 2018 2017 2016

All Journal Article (10 results) (of which Int'l Joint Research: 9 results,  Peer Reviewed: 10 results,  Open Access: 7 results) Presentation (17 results) (of which Int'l Joint Research: 12 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Dual-Eye Vision-Based Docking Experiment in the Sea for Battery Recharging Application2019

    • Author(s)
      Khin NWE LWIN, Myo MYINT, Kenta YONEMORI, Naoki MUKADA, Yoshiki KANDA, Akira YANOU, Mamoru MINAMI
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: Volume 12, Issue 2 Issue: 2 Pages: 47-55

    • DOI

      10.9746/jcmsi.12.47

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sea Docking by Dual-eye Pose Estimation with Optimized Genetic Algorithm Parameters2018

    • Author(s)
      Khin Nwe Lwin, MyoMyint, NaokiMukada, Daiki Yamada, Takayuki Matsuno, Kazuhiro Saitou, Waichiro Godou, Tatsuya Sakamoto, Mamoru Minami
    • Journal Title

      Journal of Intelligent & Robotic Systems

      Volume: Vol.92, Issue 1 Issue: 2 Pages: 159-186

    • DOI

      10.1007/s10846-018-0970-x

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Visual Docking against Bubble Noise with Three-dimensional Perception Using Dual-eye Cameras2018

    • Author(s)
      Khin Nwe Lwin, Naoki Mukada, Myo Myint, Daiki Yamada, Akira Yanou, Takayuki Matsuno, Kazuhiro Saitou, Waichiro Godou, Tatsuya Sakamoto, Mamoru Minami
    • Journal Title

      IEEE Journal of Oceanic Engineering

      Volume: 1 Issue: 1 Pages: 1-24

    • DOI

      10.1109/joe.2018.2871651

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Docking experiment of underwater vehicle by dual-eye visual servoing (Control performance verification with autonomous underwater vehicle)2018

    • Author(s)
      松野 隆幸, 西田 祐也, 米森 健太, 李 想, 向田 直樹, 加藤 直輝, Myo MYINT, 山田 大喜, Nwe Lwin KHIN, 見浪 護
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 84 Issue: 858 Pages: 17-00242-17-00242

    • DOI

      10.1299/transjsme.17-00242

    • NAID

      130006401787

    • ISSN
      2187-9761
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Experimental Verification of Turbidity Tolerance of Stereo-vision-based 3D Pose Estimation System2018

    • Author(s)
      Myo Myint, Khin Nwe Lwin, Naoki Mukada, Daiki Yamada, Takayuki Matsuno, Yuuichirou Yoda, Saitou Kazuhiro, Mamoru Minami
    • Journal Title

      Journal of Marine Science and Technology

      Volume: 1 Issue: 3 Pages: 1-24

    • DOI

      10.1007/s00773-018-0586-7

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Docking at Pool and Sea by Using Active Marker in Turbid and Day/Night Environment2018

    • Author(s)
      Khin Nwe Lwin, Naoki Mukada, Myo Myint, Daiki Yamada, Mamoru Minami, Takayuki Matsuno, Kazuhiro Saitou, Waichiro Godou
    • Journal Title

      Artificial Life and Robotics

      Volume: 1 Issue: 3 Pages: 1-11

    • DOI

      10.1007/s10015-018-0442-1

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dual-eyes Vision-based Docking System for Autonomous Underwater Vehicle: An Approach and Experiments2017

    • Author(s)
      Myo Myint, Kenta Yonemori, Khin New Lwin, Akira Yanou and Mamoru Minami
    • Journal Title

      Journal of Intelligent & Robotic Systems

      Volume: - Issue: 1 Pages: 1-28

    • DOI

      10.1007/s10846-017-0703-6

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Docking experiment of underwater vehicle by dual-eye visual servoing in sea2017

    • Author(s)
      米森 健太,矢納 陽,Myo MYINT,Khin Nwe LWIN,見浪 護
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 83 Issue: 848 Pages: 16-00410-16-00410

    • DOI

      10.1299/transjsme.16-00410

    • NAID

      130005612177

    • ISSN
      2187-9761
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Visual Servoing for Underwater Vehicle Using Dual-Eyes Evolutionary Real-Time Pose Tracking2016

    • Author(s)
      Myo Myint, Kenta Yonemori, Akira Yanou, Khin Nwe Lwin, Mamoru Minami, and Shintaro Ishiyama
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: 28 Issue: 4 Pages: 543-558

    • DOI

      10.20965/jrm.2016.p0543

    • NAID

      130007671025

    • ISSN
      0915-3942, 1883-8049
    • Year and Date
      2016-08-20
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Control Characteristics of Visual-servo Type Underwater Vehicle System Using Three-dimensional Marker for Air Bubble Disturbance2016

    • Author(s)
      矢納 陽,米森 健太, 石山 新太郎,見浪 護,松野 隆幸
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 52 Issue: 5 Pages: 284-291

    • DOI

      10.9746/sicetr.52.284

    • NAID

      130005160631

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] Guidance Control and Docking of Remote Operated Vehicles2019

    • Author(s)
      Xiang Li, Yuichirou Toda, Mamoru Minami
    • Organizer
      24th International Symposium on Artificial Life and Robotics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stereo-vision visibility analyses in relation with turbidity and distance for AUV recharge docking2019

    • Author(s)
      Horng-Yi Hsu, Naoki Mukada, Daiki Yamada, Khin Nwe Lwin, Myo Myint, Yuichiro Toda, Takayuki Matsuno, Keigo Watanabe, and Mamoru Minami
    • Organizer
      24th International Symposium on Artificial Life and Robotics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Robustness of 3D Pose Estimation against Turbidity Using Dual-eye Cameras and Active/Lighting 3D Marker for Visual-servoing Based AUV2018

    • Author(s)
      Khin Nwe Lwin, Myo Myint, Naoki Mukada, Daiki Yamada, Takayuki Matsuno, Mamoru Minami
    • Organizer
      Proceedings of IEEE/MTS Techno-Ocean Conference 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Docking Experiment in Dark Environment Using Active/Lighting Marker and HSV Correlation2018

    • Author(s)
      Daiki Yamada, Naoki Mukada, Myo Myint, Khin Nwe Lwin, Takayuki Matsuno, Mamoru Minami
    • Organizer
      Proceedings of IEEE/MTS Techno-Ocean Conference 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development and Evaluation of Active/Lighting Marker in Turbidity and Illumination Variation Environments2018

    • Author(s)
      Yoshiki Kanda, Naoki Mukada, Daiki Yamada, Khin Lwin, Myo Myint, Kohei Yamashita, Sho Nakamura, Takayuki Matsuno, Mamoru Minami
    • Organizer
      Proceedings of IEEE/MTS Techno-Ocean Conference 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Applying Lighting Marker and Stereo-vision to V-shaped-thruster Vehicle for AUV Deep Sea Docking2018

    • Author(s)
      Yoshiki Kanda, Myo Myint, Naoki Mukada, Daiki Yamada, Khin Lwin, Takayuki Matsuno, Yuichiro Toda, Mamoru Minami
    • Organizer
      Proceedings of OCEANS 2018 MTS/IEEE Charleston
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of Dual-eyes Docking System for AUV with Lighting 3D Marker2018

    • Author(s)
      Sho Nakamura, Daiki Yamada, Naoki Mukada, Myo Myint, Khin New Lwin, Takayuki Matsuno, Yuichiro Toda, Mamoru Minami
    • Organizer
      Proceedings of OCEANS 2018 MTS/IEEE Charleston
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of 3D Pose Estimation Abilities by Light-Emitting-3D Marker for AUV Docking2018

    • Author(s)
      Kohei Yamashita, Hsu Horng Yi, Daiki Yamada, Naoki Mukada, Khin New Lwin, Myo Myint, Takayuki Matsuno, Yuichiro Toda, Mamoru Minami
    • Organizer
      Proceedings of OCEANS 2018 MTS/IEEE Charleston
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of 3D-Pose Real-time Estimation by Active Marker and HSV-evaluated Function2018

    • Author(s)
      Daiki Yamada, Naoki Mukada, Myo Myint, Khin Nwe Lwin, Takayuki Matsuno, Mamoru Minami
    • Organizer
      23rd International Symposium on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pose Estimation by Optimizing Real-time Multi-step GA’s Parameters2018

    • Author(s)
      Khin Nwe Lwin, Myo Myint, Naoki Mukada, Daiki Yamada, Takayuki Matsuno, Mamoru Minami
    • Organizer
      23rd International Symposium on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Docking Performance Against Turbidity Using Active Marker Under Day and Night Environment2018

    • Author(s)
      Khin Nwe Lwin, Myo Myint, Naoki Mukada, Daiki Yamada, Takayuki Matsuno, Mamoru Minami
    • Organizer
      23rd International Symposium on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Dual-eyes Vision-based Docking Experiment of AUV for Sea Bottom Battery Recharging2017

    • Author(s)
      Xiang Li, Yuya Nishida, Myo Myint, Kenta Yonemori, Naoki Mukada, Khin Nwe Lwin, Matsuno Takayuki, Mamoru Minami
    • Organizer
      MTS/IEEE OCEANS' 17
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Tracking Trajectory Control of Dual-eyes Visual-based Underwater Vehicle2016

    • Author(s)
      Naoki Mukada, Kenta Yonemori, Myo Myint, Khin Nwe Lwin, Akira Yanou and Mamoru Minami
    • Organizer
      IEEE/SICE International Symposium on System Intergaration
    • Place of Presentation
      日本、札幌
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Performance Analyses and Optimization of Real-time Mult-step GA for Visual-servoing Based Underwater Vehicle2016

    • Author(s)
      Khin Nwe Lwin, Kenta Yonemori, Myo Myint, Mukada Naoki, Mamoru Minami, Akira Yanou, Takayuki Matsuno
    • Organizer
      MTS/IEEE Techno-Ocean
    • Place of Presentation
      日本、神戸
    • Year and Date
      2016-10-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Autonomous Docking Experiment in the Sea for Visual-Servo Type Underwater Vehicle Three-Dimensional Marker and Dual-Eyes Cameras2016

    • Author(s)
      Lwin Khin Nwe, Yonemori Kenta, Myint Myo, Yanou Akira, Minami Mamoru
    • Organizer
      The SICE Annual Conference
    • Place of Presentation
      日本、筑波
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
  • [Presentation] Dual-eyes Visual-based Sea Docking for Sea Bottom Battery Recharging2016

    • Author(s)
      Myo Myint, Mamoru Minami, Kenta Yonemori, Khin Lwin, Akira Yanou
    • Organizer
      MTS/IEEE OCEANS
    • Place of Presentation
      アメリカ、モントレー
    • Year and Date
      2016-09-19
    • Related Report
      2016 Research-status Report
  • [Presentation] Visual-based Deep Sea Docking Simulation of Underwater Vehicle Using Dual-eyes Cameras with Lighting Adaptation2016

    • Author(s)
      Myo Myint, Kenta Yonemori, Akira Yanou, Khin Nwe Lwin, Mamoru Minami and Shintaro Ishiyama
    • Organizer
      MTS/IEEE OCEANS
    • Place of Presentation
      中国、上海
    • Year and Date
      2016-04-10
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 物体識別システム2017

    • Inventor(s)
      見浪護
    • Industrial Property Rights Holder
      岡山大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2017-226064
    • Filing Date
      2017
    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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