Multi-input square iterative learning control with input rate limits and bounds

被引:17
作者
Driessen, BJ [1 ]
Sadegh, N [1 ]
机构
[1] Georgia Inst Technol, Dept Mech Engn, Atlanta, GA 30332 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2002年 / 32卷 / 04期
基金
美国能源部;
关键词
convergence theory; input bounds/limits; iterative learning control; multi-input;
D O I
10.1109/TSMCB.2002.1018773
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a simple modification of the iterative learning control algorithm of Arimoto et al. for the case where the inputs are bounded and time-rate-limited. The Jacobian error condition for monotonicity of input-error, rather than output-error, norms, is specified, the,latter being insufficient to assure convergence, as proved herein. To the best of our knowledge, these facts have not been previously pointed out in the iterative learning control literature. We present a new proof that the modified controller produces monotonically decreasing input error norms, with a norm that covers the entire time interval of a learning trial.
引用
收藏
页码:545 / 550
页数:6
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