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Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and general non-linear black box methods, including neural networks and neuro-fuzzy modeling. The book contains many new computer-based examples designed for Ljung's market-leading software, System Identification Toolbox for MATLAB.
Ljung combines careful mathematics, a practical understanding of real-world applications, and extensive exercises. He introduces both black-box and tailor-made models of linear as well as non-linear systems, and he describes principles, properties, and algorithms for a variety of identification techniques.
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Previews available in: English
Subjects
System identification, System analysisEdition | Availability |
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1
System Identification: Theory for the User
2021, Pearson Education, Limited
in English
0132441101 9780132441100
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2
System identification: theory for the user
1999, Prentice Hall PTR
in English
- 2nd ed.
0136566952 9780136566953
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3
System Identification: Theory for the User (2nd Edition)
December 29, 1998, Prentice Hall PTR
in English
0136566952 9780136566953
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zzzz
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4
System Identification: Theory for the User (2nd Edition)
December 29, 1998, Prentice Hall PTR
Hardcover
in English
- 2 edition
0136566952 9780136566953
|
zzzz
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5 |
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6
System Identification: Theory for the User
Publish date unknown, Pearson Education, Limited
in English
0132440539 9780132440530
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Book Details
Edition Notes
Includes bibliographical references (p. 565-593) and indexes.
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History
- Created April 1, 2008
- 13 revisions
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July 15, 2024 | Edited by MARC Bot | import existing book |
December 19, 2023 | Edited by ImportBot | import existing book |
January 2, 2023 | Edited by MARC Bot | import existing book |
October 5, 2021 | Edited by ImportBot | import existing book |
April 1, 2008 | Created by an anonymous user | Imported from Scriblio MARC record |