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OALib Journal期刊
ISSN: 2333-9721
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Iterative Learning Control for a Class of Nonlinear Systems
一类非线性系统的迭代学习控制

Keywords: Nonlinear system,iterative learning control,measurement noise,dead-zone,pre-load,saturation,stochastic approximation
非线性系统
,迭代学习控制,量测噪声,死区,预载,饱和,随机逼近

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Abstract:

The iterative learning control (ILC) is considered for a class of nonlinear systems, for which the dynamic nonlinearity grows up not faster than a polynomial as the state diverges and the observation equation is corrupted by noise. The control sequence cannot directly feed to the system but first has to pass through a nonlinear function such as the dead-zone, pre-load, and saturation etc. The iterative learning control sequence is recursively defined, and its boundedness and optimal tracking property are proved in the paper.

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