Linear and Nonlinear Iterative Learning Control

ISBN-13: 9783540401735 / Angielski / Miękka / 2003 / 175 str.

Jian-Xin Xu; Ying Tan

Opis

This monograph summarizes the recent achievements made in the field of iterative learning control. The book is self-contained in theoretical analysis and can be used as a reference or textbook for a graduate level course as well as for self-study. It opens a new avenue towards a new paradigm in deterministic learning control theory accompanied by detailed examples.

Spis treści

Introduction.- Robust Optimal Design for the First Order Linear-type ILC Scheme.- Analysis of Higher Order Linear-type ILC Schemes.- Linear ILC Design for MIMO Dynamics Systems.- Nonlinear-type ILC Schemes.- Nonlinear ILC Design for MIMO Dynamic Schemes.- Composite Energy Function Based Learning Control.- Quasi-Optimal Iterative Learning Control.- Learning Wavelet Control Using Constructive Wavelet Networks.- Conclusions and Recommendations.