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Optimal Slines with Constraints on Derivatives of Arbitrary Degree

Research Project

Project/Area Number 23560541
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering
Research InstitutionTokyo Denki University

Principal Investigator

KANO Hiroyuki  東京電機大学, 理工学部, 教授 (00246654)

Co-Investigator(Kenkyū-buntansha) FUJIOKA Hiroyuki  福岡工業大学, 情報工学部, 准教授 (10349798)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords平滑化スプライン / Bスプライン / 制御スプライン / 曲線曲面 / 等式不等式制約 / 2次計画法 / 軌道計画 / 形状モデリング / 制約スプライン / 制御システム / 2次計画問題 / 制御工学 / スプライン
Research Abstract

Spline functions have been used as powerful tools for designing curves and surfaces in many fields of engineering and science such as computer aided design, numerical analysis, image processing, robotics, data analysis, etc. However, the fact that slines are piecewise functions leads to complicated treatments and in this study we develop a concise and systematic method for constructing optimal smoothing splines. In particular, we pay special attension to constrained splines, where various types of constraints can be imposed on designing curves and surfaces. The types of constraints include pointwise constraints, interval constraints, constraints on derivatives and integrals, either as equalities and/or inequalities. We developed theories and algorithms for interpolating and smoothing optimal splines with these constraints in a unified framework. We employed both B-spline approach and control theoretic approach.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (30 results)

All 2014 2013 2012 2011 Other

All Journal Article (6 results) Presentation (24 results) (of which Invited: 3 results)

  • [Journal Article] Constrained Smoothing and Interpolating Spline Surfaces using Normalized Uniform B-splines2014

    • Author(s)
      H. Fujioka, H. Kano and C. Martin
    • Journal Title

      Communications in Information and Systems

      Volume: (accepted)

    • Related Report
      2013 Final Research Report
  • [Journal Article] Optimal Smoothing Spline with Constraints on Its Derivatives2014

    • Author(s)
      H. Kano, H. Fujioka and C. Martin
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: Vol.7, No.2 Pages: 104-111

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Monotone Smoothing Spline Curves Using Normalized Uniform Cubic B-splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Journal Title

      Trans. Institute of Systems, Control and Information Engineers

      Volume: Vol.26, No.11 Pages: 389-397

    • NAID

      130003396787

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Optimal Vector Smoothing Splines with Coupled Constraints2012

    • Author(s)
      H. Fujioka and H. Kano
    • Journal Title

      Trans. Institute of Systems, Control and Information Engineers

      Volume: Vol.25, No.11 Pages: 299-307

    • NAID

      10031159516

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] Optimal smoothing and interpolating splines with constraints2011

    • Author(s)
      H. Kano, H. Fujioka and C. F. Martin
    • Journal Title

      Applied Mathematics and Computation

      Volume: Vol.218, Issue 5 Pages: 1831-1844

    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Journal Article] Recursive Construction of Optimal Smoothing Splines Generated by Linear Control Systems2011

    • Author(s)
      H. Fujioka and H. Kano
    • Journal Title

      Trans. Institute of Systems, Control and Information Engineers

      Volume: Vol.24, No.6 Pages: 134-143

    • NAID

      10029775224

    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Presentation] Trivariate Optimal Smoothing Splines with Dynamic Shape Modeling of Deforming Object2014

    • Author(s)
      H. Kano and H. Fujioka
    • Organizer
      Preprints of The 19th IFAC World Congress
    • Place of Presentation
      Cape Town, South Africa(to be presented)
    • Related Report
      2013 Final Research Report
  • [Presentation] Trivariate Optimal Smoothing Splines with Dynamic Shape Modeling of Deforming Object2014

    • Author(s)
      H. Kano and H. Fujioka
    • Organizer
      The 19th IFAC World Congress
    • Place of Presentation
      Cape Town, South Africa
    • Related Report
      2013 Annual Research Report
  • [Presentation] Optimal Control Theoretic B-Splines with Constraints on Its Derivatives2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 52nd IEEE Conf. on Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Compression of Digital-Ink with Pen Slip Using Optimal L1 Smoothing Splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Preprints of the 45th ISCIE Int. Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Okinawa
    • Related Report
      2013 Final Research Report
  • [Presentation] Dynamic Contour Modeling of Wet Material Objects by Periodic Smoothing Splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 59th ISI World Statistics Congress (WSC), Special Topics Session on 'Two views of smoothing splines and related tools'
    • Place of Presentation
      Hong Kong
    • Related Report
      2013 Final Research Report
  • [Presentation] Dynamic Contour Modeling of Wet Material Objects by Periodic Smoothing Splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      the 59th ISI World Statistics Congress (WSC)
    • Place of Presentation
      Hong Kong
    • Related Report
      2013 Annual Research Report
  • [Presentation] Compression of Digital-Ink with Pen Slip Using Optimal L1 Smoothing Splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      45th ISCIE Int. Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Okinawa
    • Related Report
      2013 Annual Research Report
  • [Presentation] Optimal Control Theoretic B-Splines with Constraints on Its Derivatives2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      52nd IEEE Conf. on Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] Theory and Application of Optimal Splines2013

    • Author(s)
      H. Kano
    • Organizer
      Course offered in the Doctorate School of Politecnico di Torino
    • Place of Presentation
      Torino, Italy
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Dynamic Contour Modeling of Wet Material Objects by Periodic Smoothing Splines2013

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      the 59th World Statistics Congress
    • Place of Presentation
      Hong Kong, China
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Monotone Smoothing Spline Curves Using Normalized Uniform Cubic B-splines2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Preprints of the 44th ISCIE Int. Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Tokyo
    • Related Report
      2013 Final Research Report
  • [Presentation] Recursive Motion Planning Using Optimal Vector Smoothing Splines with Cross-Coupled Constraints2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 38th Annual Conference of the IEEE Industrial Electronics Society (IECON 2012)
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2013 Final Research Report
  • [Presentation] Trajectory Planning Using Vector Smoothing Splines with Coupled Derivative Constraints2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of 2012 IEEE International Conference on Mechatronics and Automation
    • Place of Presentation
      Chengdu, China
    • Related Report
      2013 Final Research Report
  • [Presentation] Monotone Smoothing Spline Curves Using Normalized Uniform Cubic B-splines2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      44th ISCIE Int. Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      Tokyo
    • Related Report
      2012 Research-status Report
  • [Presentation] Recursive Motion Planning Using Optimal Vector Smoothing Splines with Cross-Coupled Constraints2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      the 38th Annual Conference of the IEEE Industrial Electronics Society
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Trajectory Planning Using Vector Smoothing Splines with Coupled Derivative Constraints2012

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      2012 IEEE International Conference on Mechatronics and Automation
    • Place of Presentation
      Chengdu, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Optimal Smoothing Spline Surfaces with Constraints on Derivatives2011

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 50th IEEE Conf. on Decision and Control and European Control Conf
    • Place of Presentation
      Orlando, Florida, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Vector Optimal Smoothing Spline Curves with Constraints2011

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 2011 IEEE International Symposium on Computer-Aided Control System Design (CACSD)
    • Place of Presentation
      Denver, CO, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Recursive Construction of Optimal Smoothing Spline Surfaces with Constraints2011

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Preprints of The 18th IFAC World Congress
    • Place of Presentation
      Milan, Italy
    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Presentation] Optimal Smoothing Spline Surfaces with Constraints on Derivatives2011

    • Author(s)
      H. Fujioka and H. Kano
    • Organizer
      Proc. of the 50th IEEE Conf. on Decision and Control and European Control Conf.
    • Place of Presentation
      Orlando, Florida, USA
    • Related Report
      2011 Research-status Report
  • [Presentation] Vector Optimal Smoothing Spline Curves with Constraints2011

    • Author(s)
      H. Fujioka and H. Kano,
    • Organizer
      Proc. of the 2011 IEEE International Symposium on Computer-Aided Control System Design
    • Place of Presentation
      Denver, CO, USA
    • Related Report
      2011 Research-status Report
  • [Presentation] Theory and Application of Optimal Splines2011

    • Author(s)
      H. Kano
    • Organizer
      Course offered in the Doctorate School of Politecnico di Torino(招待講演)
    • Place of Presentation
      Torino, Italy
    • Related Report
      2011 Research-status Report
  • [Presentation] 制約付き最適平滑化スプラインの理論と応用2011

    • Author(s)
      狩野弘之
    • Organizer
      芝浦工業大学システム理工学部電子情報システム学科(招待講演)
    • Place of Presentation
      埼玉県さいたま市
    • Related Report
      2011 Research-status Report
  • [Presentation] 平滑化スプラインによる曲線曲面の最適設計とその応用

    • Author(s)
      狩野弘之
    • Organizer
      北陸先端科学技術大学情報科学研究科セミナー
    • Place of Presentation
      石川県
    • Related Report
      2012 Research-status Report
    • Invited

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Published: 2011-08-05   Modified: 2019-07-29  

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