• DocumentCode
    917023
  • Title

    An iterative learning design for repeatable runout cancellation in disk drives

  • Author

    Graham, Matthew R. ; De Callafon, Raymond A.

  • Author_Institution
    Dept. of Mech. & Aerosp. Eng., Univ. of California, USA
  • Volume
    14
  • Issue
    3
  • fYear
    2006
  • fDate
    5/1/2006 12:00:00 AM
  • Firstpage
    474
  • Lastpage
    482
  • Abstract
    In this paper, we consider the iterative learning control (ILC) framework to design a reference signal that directly cancels periodic disturbances in a feedback measurement. Cancellation of periodic disturbances is useful in reducing undesirable repeatable tracking errors in applications such as the two-stage servo track writing process for disk drives. A general problem description is given for a linear discrete-time periodic system and convergence results for the learning system are derived. A learning filter is designed with the use of a finite-impulse response model approximation for the inverse of the closed-loop sensitivity such that convergence is achieved in learning a reference signal that provides cancellation with periodic perturbations affecting the system measurement. The ILC algorithm is applied to a disk drive system where experimental results demonstrate the effectiveness of the method in reducing periodic measurement disturbances.
  • Keywords
    adaptive control; closed loop systems; convergence; disc drives; discrete time systems; iterative methods; learning systems; linear systems; periodic control; perturbation techniques; sensitivity analysis; transient response; closed loop sensitivity; convergence; disk drives; finite impulse response model; iterative learning control; linear discrete time periodic system; periodic disturbance; periodic perturbation; repeatable runout cancellation; two stage servo track writing process; Automatic frequency control; Control systems; Convergence; Disk drives; Feedback; Learning systems; Rail to rail outputs; Servomechanisms; Signal design; Writing; Hard disk drive; iterative learning control (ILC); periodic disturbance; plant uncertainty;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2006.872531
  • Filename
    1624471