DocumentCode :
1783217
Title :
Trajectory tracking controller of high precise positioning system based on iterative learning control with wavelet filtering method
Author :
Zhao Fei ; Cui Jing ; Chu Zhongyi
Author_Institution :
Coll. of Mech. Eng. & Appl. Electron. Technol., Beijing Univ. of Technol., Beijing, China
fYear :
2014
fDate :
28-29 Sept. 2014
Firstpage :
1
Lastpage :
6
Abstract :
For those objects with repeated motion characteristics such as IC (integrated circuit) packaging, iterative learning control (ILC) offers a good scheme for achieving the positioning control of high precise and high dynamic response by eliminating the effect of repetitive disturbances. However, in actual production, the increasing improvement of IC chip integration level makes IC packaging technology tend to be highly integrated and multilead, every working condition has to be learned individually, which will seriously affect the learning efficiency. Moreover, the existed nonrepetitive disturbances reduce the effect of ILC. In order to improve the learning efficiency in IC packaging operations of different pins, this paper proposes an iterative learning controller with wavelet filtering method to eliminate the dependence of iterative learning feedforward on the initial positions of different trajectory conditions. Through the wavelet analysis of the tracking errors with two different starting points, corresponding wavelet coefficients are obtained separately. Then by means of adjusting the wavelet coefficients, the nonrepetitive disturbance part related to the positions are removed, thus acquiring a universal feedforward sequence unrelated to positions, which can be used for various trajectory tracking. At last, the effectiveness of the proposed method has been demonstrated with the experimental results of a voice coil motor actuating positing system.
Keywords :
dynamic response; feedforward; filtering theory; integrated circuit packaging; iterative methods; learning systems; trajectory control; IC chip integration level; IC packaging technology; ILC; dynamic response; integrated circuit packaging; iterative learning controller; iterative learning feedforward; learning efficiency; nonrepetitive disturbance part; nonrepetitive disturbances; positioning control; positioning system; repeated motion characteristics; trajectory tracking controller; universal feedforward sequence; voice coil motor actuating positing system; wavelet coefficients; wavelet filtering method; Discrete wavelet transforms; Feedforward neural networks; Filtering; Iterative methods; Trajectory; Wavelet coefficients; high precise positioning system; iterative learning control; nonrepetitive disturbance; wavelet filtering method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multisensor Fusion and Information Integration for Intelligent Systems (MFI), 2014 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-6731-5
Type :
conf
DOI :
10.1109/MFI.2014.6997752
Filename :
6997752
Link To Document :
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