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Outdoor environment recognition reflecting actual motion experience based on image features

Research Project

Project/Area Number 25330305
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent robotics
Research InstitutionShizuoka University

Principal Investigator

Kobayashi Yuichi  静岡大学, 工学部, 准教授 (60373304)

Co-Investigator(Renkei-kenkyūsha) KANEKO Toru  静岡大学, 工学部, 名誉教授 (50293600)
Research Collaborator BEKHTI Mohammed Abdessamad  
MATSUMURA Kazuki  
MATSUNAGA Sho  
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords移動ロボット / ナビゲーション / 屋外不整地 / 環境認識 / 屋外環境 / 画像認識 / 走行経験 / 加速度情報 / 画像特徴 / 不整地走行
Outline of Final Research Achievements

Autonomous robots are required to be able to act in environments which are not structured specifically for them. To meet the requirement, it is important to develop a technology which allows to adapt to unexperienced environment autonomously, instead of relying on human designers’ preparation under assumption or restriction of environment. In this research, an experience-based method for prediction of motion feature obtained by acceleration sensor was developed. The method was implemented on an outdoor autonomous robot and verified through experiment with uneven outdoor terrains. It was confirmed that it was possible to predict motion features based on information obtained by cameras attached to the robot. In addition, a motion planning scheme which allows consideration of velocity-dependent traversability assessment was proposed. We realized a navigation of a mobile robot to reach a destination while appropriately adjusting its velocity so as to avoid excessive accelerations.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (13 results)

All 2016 2015 2014 Other

All Presentation (9 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (3 results)

  • [Presentation] ステレオビジョンと走行経験にもとづく自律移動車両の軌道計画2016

    • Author(s)
      松村和紀
    • Organizer
      第43回知能システムシンポジウム
    • Place of Presentation
      室蘭市 室蘭工業大学
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] Prediction of motion over traversable obstacles for autonomous mobile robot based on 3D reconstruction and running information2015

    • Author(s)
      Kazuki Matsumura
    • Organizer
      the 6th International Conference on Advanced Mechatronics
    • Place of Presentation
      東京都新宿区 早稲田大学
    • Year and Date
      2015-12-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Prediction of Vibrations as a Measure of Terrain Traversability in Outdoor Structured and Natural Environments2015

    • Author(s)
      Mohammed Abdessamad Bekhti
    • Organizer
      7th Pacific Rim Symposium on Image and Video Technology
    • Place of Presentation
      University of Auckland, Auckland, New Zealand
    • Year and Date
      2015-11-24
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 速度項を考慮したRASMOによる無人車両のための最適経路計画2015

    • Author(s)
      松永翔
    • Organizer
      第21回創発システムシンポジウム
    • Place of Presentation
      長野県諏訪市 諏訪東京理科大学
    • Year and Date
      2015-08-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 画像認識と走行経験に基づく車両型自律移動ロボットのための走破可能な障害物の認識2015

    • Author(s)
      松村和紀
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      京都市勧業館みやこめっせ(京都市左京区岡崎成勝寺町)
    • Year and Date
      2015-05-17 – 2015-05-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 車両ダイナミクスを考慮したRASMOによる無人車両のための最適経路計画2015

    • Author(s)
      松永翔
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      京都市 京都市勧業館
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 画像認識と走行経験に基づく車両型自律移動ロボットのための 走破可能な障害物の認識2015

    • Author(s)
      松村和紀
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      京都市 京都市勧業館
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 移動ロボットナビゲーションのための視覚にもとづいた 路面走行可能性の推定2015

    • Author(s)
      ベクティ モハッメド アブデゥサマド
    • Organizer
      第27回自律分散システム・シンポジウム
    • Place of Presentation
      東京理科大学神楽坂キャンパス森戸記念館(東京都新宿区神楽坂)
    • Year and Date
      2015-01-22 – 2015-01-23
    • Related Report
      2014 Research-status Report
  • [Presentation] Terrain traversability analysis using multi-sensor data correlation by a mobile robot2014

    • Author(s)
      M. A. Bekhti
    • Organizer
      IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      中央大学後楽園キャンパス(東京都文京区春日)
    • Year and Date
      2014-12-13 – 2014-12-15
    • Related Report
      2014 Research-status Report
  • [Book] Image and Video Technology, 7th Pacific-Rim Symposium, PSIVT 2015, Auckland, New Zealand, November 25-27, 2015, Revised Selected Papers2016

    • Author(s)
      Bräunl, Th., McCane, B., Rivera, M., Yu, X. (Eds.)
    • Total Pages
      793
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Remarks] 不整地環境における車両の走行経験を反映した環境認識

    • Related Report
      2015 Annual Research Report
  • [Remarks] 不整地環境における車両の走行経験を反映した環境認識

    • URL

      http://sensor.eng.shizuoka.ac.jp/~koba/previous_research/research_j.html#pioneer

    • Related Report
      2014 Research-status Report
  • [Remarks] 不整地環境における車両の走行経験を反映した環境認識

    • URL

      http://sensor.eng.shizuoka.ac.jp/~koba/previous_research/research_j.html#pioneer

    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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