Title :
An iterative learning controller for reduction of repeatable runout in hard disk drives
Author :
Graham, M.R. ; de Callafon, R.A. ; Shrinkle, L.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Univ. of California San Diego, La Jolla, CA
Abstract :
In this study we consider the iterative learning control (ILC) framework to design a reference signal that reduces the periodic component of disturbances in a feedback measurement containing both repeatable and non-repeatable components. Reduction of periodic disturbances is useful in alleviating 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 system and convergence robustness results for the learning system are derived. A learning filter is designed with the use of an FIR model approximation for the inverse of the closed-loop sensitivity for fast nominal convergence while robustness to modeling errors and non-repeatable disturbances is achieved through additional filtering. The ILC algorithm is applied to a disk drive system where experimental results demonstrate the effectiveness of the design method in reducing periodic measurement disturbances
Keywords :
FIR filters; adaptive control; closed loop systems; disc drives; discrete time systems; feedback; hard discs; iterative methods; learning systems; linear systems; FIR model; closed-loop sensitivity; convergence robustness; feedback measurement; hard disk drives; iterative learning controller; learning filter; learning system; linear discrete time system; periodic disturbances; repeatable runout; servo track writing process; tracking errors; Convergence; Discrete time systems; Disk drives; Feedback; Finite impulse response filter; Hard disks; Robustness; Servomechanisms; Signal design; Writing;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1655418