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
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