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Design of Behavior Assistance Control based on Hybrid System Theory

Research Project

Project/Area Number 22360170
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionNagoya University

Principal Investigator

SUZUKI Tatsuya  名古屋大学, 工学研究科, 教授 (50235967)

Co-Investigator(Kenkyū-buntansha) INAGAKI Shinkichi  名古屋大学, 工学研究科, 講師 (80362276)
TAZAKI Yuichi  名古屋大学, 工学研究科, 助教 (10547433)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥15,860,000 (Direct Cost: ¥12,200,000、Indirect Cost: ¥3,660,000)
Fiscal Year 2012: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2011: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2010: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Keywords制御システム / ハイブリッドシステム / 人間行動 / 行動支援 / モデル予測制御 / 運転行動 / システム同定
Research Abstract

This research has developed a new framework of the assisting system design based on a hybrid system description of the behavior model. In particular, a piecewise ARX model was used to represent the human behavior. Then, the design problem of the assistance control is formulated as an online optimization problem. By using the developed framework, the decision making mechanism is shared between human and machine. The usefulness is demonstrated by applying driving behavior.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (34 results)

All 2013 2012 2011 2010 Other

All Journal Article (16 results) (of which Peer Reviewed: 16 results) Presentation (16 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Modeling and Analysis of Driving Behavior Based on a Probability-Weighted ARX Model2013

    • Author(s)
      H. Okuda, N. Ikami, T. Suzuki, Y. Tazaki, K. Takeda
    • Journal Title

      IEEE Trans. On Intelligent Transportation Systems

      Volume: Vol.14,No.1 Pages: 98-112

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Modeling and Analysis of Driving Behavior Based on a Probability-Weighted ARX Model2013

    • Author(s)
      Hiroyuki Okuda
    • Journal Title

      IEEE Transactions on Intelligent Transportation Systems

      Volume: Vol.14 Issue: 1 Pages: 98-112

    • DOI

      10.1109/tits.2012.2207893

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SelfCoaching System Based on Recorded Driving Data: Learning From One's Experiences2012

    • Author(s)
      K. Takeda, C. Miyajima, T. Suzuki, P.Angkititrakul, K. Kurumida, Y. Kuroyanagi, H. Ishikawa, R. Terashima, T.Wakita, M. Oikawa and Y. Komada
    • Journal Title

      IEEE Trans. OnIntelligent Transportation Systems

      Volume: Vol.13,No.4 Pages: 1821-1831

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 分散型故障診断におけるアークの重要度指標を用いた Bayesian Network の構造構築2012

    • Author(s)
      山口拓真, 稲垣伸吉, 鈴木達也
    • Journal Title

      計測自動学会論文集

      Volume: Vol.48, No.11 Pages: 705-712

    • NAID

      10031128037

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 未知環境下の移動ロボットによる可変分解能グラフ地図の自律生成2012

    • Author(s)
      項警宇,田崎勇一,稲垣伸吉,鈴木達也
    • Journal Title

      電気学会論文誌 D 分冊

      Volume: Vol.132, No.8 Pages: 808-816

    • NAID

      10030937502

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Autonomously Controllable Plasma Etching System Based on Radical Monitoring2012

    • Author(s)
      S. Takahashi, R. Kawauchi, S. Takashima, S. Den, T. Katagiri, H. Kano, T. Ohta, M. Ito, T. Suzuki, K. Takeda and M. Hori
    • Journal Title

      Japanese Journal of Applied Physics

      Volume: 51 Pages: 76502-76502

    • NAID

      40019351254

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fatigue Recognition Using EMG Signals and Stochastic Switched ARX Model2012

    • Author(s)
      Hiroyuki Okuda
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: Vol.7 Issue: 6 Pages: 574-582

    • DOI

      10.1002/tee.21775

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 未知環境下の移動ロボットによる可変分解能グラフ地図の自律生成2012

    • Author(s)
      項警宇
    • Journal Title

      電気学会論文誌D分冊

      Volume: Vol.132 Pages: 808-816

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fatigue Recognition Using EMG Signals and Stochastic Switched ARX Model2012

    • Author(s)
      H.Okuda, S.Inagaki, T.Suzuki
    • Journal Title

      IEEJ Trans.on Electrical and Electronic Engineering

      Volume: Vol.7(印刷中)(in press)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multilayer Modeling of Driver Behavior Based on Hierarchical Mode Segmentation2012

    • Author(s)
      H.Okuda, A.Nakano, T.Suzuki, S.Hayakawa, S.Inagaki
    • Journal Title

      Digital Signal Processing for In-Vehicle Systems and Safety

      Pages: 57-72

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Online Signature Verification System for Kaisyo Script Based on Structured Learning and Segmentation of HMM,SICE Journal of Control2011

    • Author(s)
      D. Zhang, S. Inagaki, T. Suzuki, N. Kanada
    • Journal Title

      Measurement, and System Integration

      Volume: Vol.4,No.6 Pages: 401-409

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 受動体節間関節を持つムカデ型多脚歩行ロボットの接地点追従法による分散歩行制御2011

    • Author(s)
      稲垣伸吉, 丹羽智哉, 鈴木達也
    • Journal Title

      計測自動制御学会論文集

      Volume: Vol.47,No.6 Pages: 282-290

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 筋電位を用いた離散的/連続的意図推定に基づく協調持ち上げシステムの実現2011

    • Author(s)
      勝洋明, 高橋徹, 奥田裕之, 鈴木達也
    • Journal Title

      日本機械学会論文集 C 編

      Volume: Vol.77,No.776 Pages: 274-284

    • NAID

      130000873588

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Realization of Cooperative Lifting System Based on Estimation of Discrete/Continuous Intention of Operator Using EMG2011

    • Author(s)
      勝, 高橋, 奥田, 鈴木
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C

      Volume: 77 Issue: 776 Pages: 1454-1464

    • DOI

      10.1299/kikaic.77.1454

    • NAID

      130000873588

    • ISSN
      0387-5024, 1884-8354
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Online Signature Verification System for Kaisyo Script Based on Structured Learning and Segmentation of HMM2011

    • Author(s)
      D.Zhang, S.Inagaki, T.Suzuki, N.Kanada
    • Journal Title

      SICE J.of Control, Measurement, and System Integration

      Volume: Vol.4 Pages: 401-409

    • NAID

      10031140099

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ハイブリッドシステム論による前方車追従行動におけるモデル予測型アシスト制御の実現2010

    • Author(s)
      三上晃司,奥田裕之,鈴木達也,田崎勇一,伊佐治和美,津留直彦
    • Journal Title

      計測自動制御学会産業論文集

      Volume: Vol.9,No.5 Pages: 29-36

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] Evaluation of Decision-Making Ability in Car Driving while Operating Interior Devices Based on ProbabilityWeighted ARX Models2012

    • Author(s)
      Y. Kondo, H. Okuda, Y. Tazaki, T.Suzuki, S. Tanaka, T. Owada
    • Organizer
      19th ITS World Congress
    • Place of Presentation
      Wien, Austria
    • Related Report
      2012 Final Research Report
  • [Presentation] Steering Assisting System for Obstacle Avoidance Based on Personalized Potential Field2012

    • Author(s)
      N. Noto, H. Okuda, Y. Tazaki, T.Suzuki
    • Organizer
      15th Int'l IEEE Conf. on Intelligent Transportation Systems
    • Place of Presentation
      Anchorage, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Steering Assisting System for Obstacle Avoidance Based on Personalized Potential Field2012

    • Author(s)
      Noriyasu Noto
    • Organizer
      IEEE International Conference on Intelligent Transportation Systems
    • Place of Presentation
      Anchorage
    • Related Report
      2012 Annual Research Report
  • [Presentation] Variable-resolution State Roadmap Generation Considering Safety Constraints for Car-like Robot2012

    • Author(s)
      Jingyu Xiang
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Seoul
    • Related Report
      2012 Annual Research Report
  • [Presentation] Evaluation of Decision-Making Ability in Car Driving while Operating Interior Devices Based on Probability-Weighted ARX Models2012

    • Author(s)
      Yuta Kondo
    • Organizer
      ITS World Congress
    • Place of Presentation
      Vienna
    • Related Report
      2012 Annual Research Report
  • [Presentation] Hierarchical Modeling of Obstacle Avoidance and Steering Behavior2012

    • Author(s)
      Kenta Maeda
    • Organizer
      ITS World Congress
    • Place of Presentation
      Vienna
    • Related Report
      2012 Annual Research Report
  • [Presentation] Online Parameter Estimation of Driving Behavior Using Probability-Weighted ARX Models2011

    • Author(s)
      N.Ikami, H.Okuda, Y.Tazaki, T.Suzuki, K.Takeda
    • Organizer
      14th International IEEE Annual Conference on Intelligent Transportation Systems
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      2011-10-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] Obstacle Avoidance Assisting System Based on Personalized Potential Field2011

    • Author(s)
      N.Noto, H.Okuda, Y.Tazaki, S.Inagaki, T Suzuki
    • Organizer
      SICE Annual Conference 2011
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2011-09-18
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Unified Assisting System for Longitudinal Driving Behavior Based on Model Predictive Control2011

    • Author(s)
      H.Okuda, K.Mikami, Y.Tazaki, T.Suzuki, N.Tsuru, K.Isaji
    • Organizer
      2011 IEEE Int'l Conf.on Vehicular Electronics and Safety
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-07-11
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Unified Assisting System for Longitudinal Driving Behavior Based on Model Predictive Control2011

    • Author(s)
      H. Okuda, K. Mikami, Y. Tazaki, T.Suzuki, N. Tsuru and K. Isaji
    • Organizer
      2011 IEEE Int'l Conf. on Vehicular Electronics and Safety
    • Place of Presentation
      Beijing, China
    • Related Report
      2012 Final Research Report
  • [Presentation] Online Parameter Estimation of Driving Behavior Using Probability-Weighted ARX Models2011

    • Author(s)
      N. Ikami, H. Okuda, Y. Tazaki, T.Suzuki, K. Takeda
    • Organizer
      14th Int'l IEEE Annual Conf. on Intelligent Transportation Systems
    • Place of Presentation
      Washington DC, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Multi-Scale Driving Behavior Modeling using Hierarchical PWARX Model2010

    • Author(s)
      R. Terada, H. Okuda, T. Suzuki, K.Isaji, N. Tsuru
    • Organizer
      13th International IEEE Conference on Intelligent Transportation Systems
    • Place of Presentation
      Madeira Island, Portugal
    • Related Report
      2012 Final Research Report 2010 Annual Research Report
  • [Presentation] Model Predictive Assisting Control of Vehicle Following Task Based on Driver Model2010

    • Author(s)
      K. Mikami, H. Okuda, S. Taguchi, Y.Tazaki and T. Suzuki
    • Organizer
      2010 IEEE Int'l Conf. on Control Applications, Part of 2010 IEEE Multi-Conference on Systems and Control
    • Place of Presentation
      Yokohama
    • Related Report
      2012 Final Research Report
  • [Presentation] Variable-resolution Map Building and Real-time Path Planning of Omni- directional Mobile Robots2010

    • Author(s)
      J. Xiang, Y. Tazaki, S. Inagaki and T. Suzuki
    • Organizer
      2010 IEEE Int'l Conf. on Robotics and Automation
    • Place of Presentation
      Anchorage, Alaska
    • Related Report
      2012 Final Research Report
  • [Presentation] Model Predictive Assisting Control of Vehicle Following Task Based on Driver Model2010

    • Author(s)
      K.Mikami, H.Okuda, S.Taguchi, Y.Tazaki, T.Suzuki
    • Organizer
      2010 IEEE International Conference on Control Applications
    • Place of Presentation
      Yokohama, Japan
    • Related Report
      2010 Annual Research Report
  • [Presentation] ハイブリッドシステムとして捉える人間行動モデル2010

    • Author(s)
      奥田裕之, 鈴木達也
    • Organizer
      計測自動制御学会システム・情報部門学術講演会
    • Place of Presentation
      キャンパスプラザ京都(京都府)
    • Related Report
      2010 Annual Research Report
  • [Book] Multilayer Modeling of Driver Behavior Based on Hierarchical Mode Segmentation、Digital Signal Processing for In-Vehicle Systems and Safety2012

    • Author(s)
      H. Okuda, A. Nakano, T. Suzuki, S. Hayakawa, S. Inagaki
    • Publisher
      Springer
    • Related Report
      2012 Final Research Report
  • [Remarks]

    • URL

      http://www.suzlab.nuem.nagoya-u.ac.jp/

    • Related Report
      2010 Annual Research Report

URL: 

Published: 2010-11-30   Modified: 2019-07-29  

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