System Identification: Theory for the User (Prentice Hall Information and System Sciences Series)

 
9780136566953: System Identification: Theory for the User (Prentice Hall Information and System Sciences Series)

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.

"synopsis" may belong to another edition of this title.

From the Back Cover:


65669-4

The field's leading text, now completely updated.

Modeling dynamical systems — theory, methodology, and applications.

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:

  • Nonparametric time-domain and frequency-domain methods.
  • Parameter estimation methods in a general prediction error setting.
  • Frequency domain data and frequency domain interpretations.
  • Asymptotic analysis of parameter estimates.
  • Linear regressions, iterative search methods, and other ways to compute estimates.
  • Recursive (adaptive) estimation techniques.

Ljung also presents detailed coverage of the key issues that can make or break system identification projects, such as defining objectives, designing experiments, controlling the bias distribution of transfer-function estimates, and carefully validating the resulting models.

The first edition of System Identification has been the field's most widely cited reference for over a decade. This new edition will be the new text of choice for anyone concerned with system identification theory and practice.

About the Author:

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

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Lennart Ljung
Published by Pearson Education (US) 1998-12-29, Upper Saddle River (1998)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 1
Seller
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Pearson Education (US) 1998-12-29, Upper Saddle River, 1998. hardback. Book Condition: New. Bookseller Inventory # 9780136566953

More Information About This Seller | Ask Bookseller a Question

Buy New
88.43
Convert Currency

Add to Basket

Shipping: 4.50
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

Ljung, Lennart
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Quantity Available: 1
Seller
BWB
(Valley Stream, NY, U.S.A.)
Rating
[?]

Book Description Book Condition: New. Depending on your location, this item may ship from the US or UK. Bookseller Inventory # 97801365669530000000

More Information About This Seller | Ask Bookseller a Question

Buy New
137.77
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

3.

Lennart Ljung
Published by Pearson Education (US), United States (1999)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 10
Seller
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Pearson Education (US), United States, 1999. Hardback. Book Condition: New. 2nd Revised edition. 236 x 178 mm. Language: English . Brand New Book. 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. Bookseller Inventory # AAK9780136566953

More Information About This Seller | Ask Bookseller a Question

Buy New
143.37
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Lennart Ljung
Published by Pearson Education (US), United States (1999)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 10
Seller
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description Pearson Education (US), United States, 1999. Hardback. Book Condition: New. 2nd Revised edition. 236 x 178 mm. Language: English . Brand New Book. 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. Bookseller Inventory # AAK9780136566953

More Information About This Seller | Ask Bookseller a Question

Buy New
149.40
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

5.

Ljung, Lennart
Published by Prentice Hall
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Quantity Available: > 20
Seller
INDOO
(Avenel, NJ, U.S.A.)
Rating
[?]

Book Description Prentice Hall. Book Condition: New. Brand New. Bookseller Inventory # 0136566952

More Information About This Seller | Ask Bookseller a Question

Buy New
149.91
Convert Currency

Add to Basket

Shipping: 2.82
Within U.S.A.
Destination, Rates & Speeds

6.

Ljung, Lennart
Published by Prentice Hall (1999)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 1
Seller
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1999. Hardcover. Book Condition: New. book. Bookseller Inventory # 0136566952

More Information About This Seller | Ask Bookseller a Question

Buy New
164.97
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

7.

Ljung, Lennart
Published by Prentice Hall (1999)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 3
Seller
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1999. Hardcover. Book Condition: New. Bookseller Inventory # P110136566952

More Information About This Seller | Ask Bookseller a Question

Buy New
167.82
Convert Currency

Add to Basket

Shipping: 2.41
Within U.S.A.
Destination, Rates & Speeds

8.

Ljung, Lennart/ Ljung, Ellen J.
Published by Prentice Hall (1999)
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 1
Seller
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Prentice Hall, 1999. Hardcover. Book Condition: Brand New. 2nd sub edition. 609 pages. 9.75x7.50x1.00 inches. In Stock. Bookseller Inventory # zk0136566952

More Information About This Seller | Ask Bookseller a Question

Buy New
170.69
Convert Currency

Add to Basket

Shipping: 6
From United Kingdom to U.S.A.
Destination, Rates & Speeds

9.

Ljung, Lennart
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Quantity Available: 1
Seller
Speedy Hen LLC
(Sunrise, FL, U.S.A.)
Rating
[?]

Book Description Book Condition: New. Bookseller Inventory # ST0136566952. Bookseller Inventory # ST0136566952

More Information About This Seller | Ask Bookseller a Question

Buy New
184.35
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

10.

Ljung, Lennart
Published by Prentice Hall
ISBN 10: 0136566952 ISBN 13: 9780136566953
New Hardcover Quantity Available: 3
Seller
BarristerBooks
(Lawrence, KS, U.S.A.)
Rating
[?]

Book Description Prentice Hall. Hardcover. Book Condition: New. 0136566952 BRAND NEW W/FAST SHIPPING! This item is: System Identification: Theory for the User, 2nd Ed., 1997, by Ljung, Lennart; FORMAT: Hardcover; ISBN: 9780136566953. Choose Expedited for fastest shipping! Our 98%+ rating proves our commitment! We cannot ship to PO Boxes/APO address. To avoid ordering the wrong item, please check your item's ISBN number!. Bookseller Inventory # P9780136566953

More Information About This Seller | Ask Bookseller a Question

Buy New
184.43
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book