• DocumentCode
    1862243
  • Title

    Experimental verification of constrained iterative learning control using successive projection

  • Author

    Chu, Bing ; Cai, Zhonglun ; Owens, David H. ; Rogers, Eric ; Freeman, C.T. ; Lewin, P.L.

  • Author_Institution
    Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
  • fYear
    2012
  • fDate
    3-5 Sept. 2012
  • Firstpage
    351
  • Lastpage
    356
  • Abstract
    In many practical applications, constraints are often present on, for example, the magnitudes of the control inputs. Recently, based on a novel successive projection framework, two constrained iterative learning control (ILC) algorithms were developed with different convergence properties and computational requirements. This paper investigates the effectiveness of these two methods experimentally on a gantry robot facility, which has been extensively used to test a wide range of linear model based ILC algorithms. The results obtained demonstrate the effectiveness of the algorithms in solving one form of the general constrained ILC problem.
  • Keywords
    adaptive control; convergence of numerical methods; industrial robots; iterative methods; learning systems; linear systems; ILC algorithms; constrained iterative learning control; convergence properties; gantry robot facility; linear model; successive projection framework; Algorithm design and analysis; Convergence; Optimization; Prediction algorithms; Robots; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control (CONTROL), 2012 UKACC International Conference on
  • Conference_Location
    Cardiff
  • Print_ISBN
    978-1-4673-1559-3
  • Electronic_ISBN
    978-1-4673-1558-6
  • Type

    conf

  • DOI
    10.1109/CONTROL.2012.6334655
  • Filename
    6334655