Neuware - Appropriate for courses in System Identification. This book is a comprehensive and coherent description of the theory, methodology and practice of System Identification-the science of building mathematical models of dynamic systems by observing input/output data. It puts the user in focus, giving the necessary background to understand theoretical foundation and emphasizing the practical aspects of the options and choices that face the user. The Second Edition has been updated to include material on subspace methods, non-linear black box models-such as neural networks-and methods that use frequency domain data.

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Bibliographic Details

Title: System Identification : Theory for the User
Publisher: Pearson Education (US) Jan 1999
Publication Date: 1999
Language: English
ISBN 10: 0136566952
ISBN 13: 9780136566953
Binding: Buch
Edition: 2nd Edition
Condition: Neu
Dimensions: 242 millimeters width by 182 millimeters height by 40 millimeters depth
Weight: 1163 grams

About this title

Synopsis

Appropriate for courses in System Identification. This book is a comprehensive and coherent description of the theory, methodology and practice of System Identification―the science of building mathematical models of dynamic systems by observing input/output data. It puts the user in focus, giving the necessary background to understand theoretical foundation and emphasizing the practical aspects of the options and choices that face the user. The Second Edition has been updated to include material on subspace methods, non-linear black box models―such as neural networks―and methods that use frequency domain data.

About the Author

LENNART LJUNG is Professor of the Chair of Automatic Control in the Department of Electrical Engineering, Linkšping University, Sweden. He is the author of nine books and over 100 articles in refereed international journals, as well as the author of the field's leading software package, System Identification Toolbox for MATLAB.

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