By Lennart Ljung, ISBN 0-13-656695-2
This textbook presents the theoretical foundation for the System IdentificationToolbox. It gives the reader an understanding of available system identificationmethods and their rationales, properties, and uses. This second editionintroduces subspace methods, methods that utilize frequency-domain data,and general, nonlinear, black box methods including neural networks andneuro-fuzzy modeling. The book contains many new computer-based examples,which utilize the System Identification Toolbox, a MATLAB applicationtoolbox developed by Lennart Ljung. The toolbox may be purchased fromThe MathWorks.
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