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
Link To Document