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D‐type iterative learning control for one‐sided Lipschitz nonlinear systems
Authors:Panpan Gu  Senping Tian
Abstract:In this paper, the problem of iterative learning control for a class of nonlinear systems is studied. Here, the nonlinear functions satisfy the one‐sided Lipschitz and quadratically inner‐bounded conditions. For such nonlinear systems, open‐loop and closed‐loop D‐type learning algorithms are adopted, respectively, and furthermore, the convergence conditions of the D‐type learning algorithms are established. It is shown that both algorithms can ensure that the system output converges to the desired trajectory on the whole time interval. Finally, the validity of the presented D‐type learning algorithms is verified by a numerical example.
Keywords:D‐type learning algorithms  iterative learning control  nonlinear systems  one‐sided Lipschitz  quadratically inner‐bounded
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