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A time-varying iterative learning control scheme

Marina Tharayil, Andrew G. Alleyne

Year
2004
Citations
16

Abstract

This paper presents an iterative learning control scheme that uses a time-varying Q-filter. The purpose of the time-varying Q-filter is to utilize the enhanced robustness given by a low bandwidth filter, while taking advantage of the superior performance properties of a high bandwidth Q-filter where needed. Simulations are provided to demonstrate the benefits of the proposed scheme. In addition, stability and convergence issues involved with using a time-varying filter are investigated. Finally the ILC algorithm developed here is implemented on a microscale robotic deposition (/spl mu/RD) system to provide experimental verification.

Keywords

Iterative learning controlRobustness (evolution)Computer scienceBandwidth (computing)Filter (signal processing)Control theory (sociology)Scheme (mathematics)Convergence (economics)Microscale chemistryStability (learning theory)

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