• DocumentCode
    824418
  • Title

    Cutoff-Frequency Phase-In Iterative Learning Control

  • Author

    Zhang, Bin ; Wang, Danwei ; Ye, Yongqiang

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    17
  • Issue
    3
  • fYear
    2009
  • fDate
    5/1/2009 12:00:00 AM
  • Firstpage
    681
  • Lastpage
    687
  • Abstract
    In this brief, a cutoff frequency phase-in iterative learning control (ILC) method is proposed to deal with initial position offset and improve tracking accuracy. In the proposed method, the cutoff frequency of the filter for tracking error is time-varying and follows a predefined profile. The cutoff frequency at initial phase of each operation is high to allow learning system suppress the initial position offset and its influence to improve tracking performance. High initial cutoff frequency results in a quick error decay in the initial phase of operation and also prevents error accumulation in later phase of operation so that good learning transient can be expected at the same time. Profile design and parameter selections are discussed. Experimental results demonstrate the effectiveness of the proposed method.
  • Keywords
    adaptive control; iterative methods; learning systems; position control; cutoff-frequency phase-in iterative learning control; error accumulation; error decay; initial position offset; parameter selections; tracking accuracy; Cutoff frequency phase-in profile; initial state error; iterative learning control (ILC); monotonic convergence; tracking accuracy; zero-phase low-pass filtering;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2008.2000986
  • Filename
    4586428