A new iterative learning control algorithm for output tracking of nonlinear systems

被引：0
|
作者：
Kang, JL [1 ]
Tang, WS [1 ]
Mao, YY [1 ]
机构：
[1] Tianjin Univ, Inst Syst Engn, Tianjin 300072, Peoples R China
来源：
PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9 | 2005年
关键词：
iterative learning control; output tracking; exchange column updating; control updating law;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new iterative learning control algorithm for nonlinear systems is presented. Sufficient condition for the convergence of this algorithm is given and proved. The new algorithm makes use of the exchange column updating method to construct the approximation of derivatives of the output function. The calculation work of the algorithm is largely reduced since the inverse matrix of the approximation of derivatives has the simple recurrence formula. Moreover, it is easy to show that convergence rate of the new iterative learning control algorithm is faster than that of the linear-type control updating law.
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页码：1240 / 1243
页数：4
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