Parameter Identification of Continuous-Time Systems Using Iterative Learning Control

被引:9
作者
Fujimori, Atsushi [1 ]
Ohara, Shinsuke [1 ]
机构
[1] Univ Yamanashi, Dept Mech Syst Engn, Yamanashi 4008511, Japan
关键词
Continuous-time system; iterative learning control; state-space model; system identification;
D O I
10.1007/s12555-011-0201-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
: This paper presents a system identification technique for continuous-time state-space system using the iterative learning control. The transfer function parameters are regarded as functions with respect to the state-space parameters which will be identified. The relationship between the state-space parameters and the response error is explicitly derived. An update law of the state-space parameters is proposed so as to improve the convergence speed. The effectiveness of the proposed identification technique is demonstrated by numerical examples.
引用
收藏
页码:203 / 210
页数:8
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