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1. Iterative learning control for large scale nonlinear systems with observation noise

Author

Shen, Dong and Chen, Han-Fu

Subjects
*ITERATIVE methods (Mathematics), *NONLINEAR systems, *FEEDBACK control systems, *MISSING data (Statistics), *ERROR, *DISCRETE-time systems, *SIMULATION methods & models
Abstract

Abstract: The iterative learning control (ILC) is constructed for the discrete-time large scale systems. Each subsystem is affine nonlinear and its observation equation is with noise. Subsystems are nonlinearly connected via the large state vector of the whole system. The possibility of data missing, and communication delay is taken into account. It is proved that ILC given in the paper with probability one converges to the optimal one minimizing the tracking error. The simulation results are consistent with theoretical analysis. [Copyright &y& Elsevier]

Published
2012
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