| ||||||||||
Frequently Bought Together
Customers Who Bought This Item Also Bought
by R. Pintelon
|
by Jer-Nan Juang
|
by Gill Robinson Hickman
|
Nonlinear Dynamical Systems and Control: A Lyapunov-Based Approach by Wassim M. Haddad |
by Lennart Ljung
|
Editorial Reviews
Product Description
A complete, coherent description of the theory, methodology, & practice of System Identification. This completely revised second edition introduces subspace methods that utilize frequency domain data, & general non-linear black box methods, including neural networks & neuro-fuzzy modeling.
From the Publisher
Describes the diverse area of identification algorithms within a coherent framework. An account of underlying principles, main theoretical results as well as algorithms and practical aspects. For Sr/Grad course or systems identification in EE, ME, CHE (usually taught by controls and systems people).
--This text refers to an out of print or unavailable edition of this title.
Product Details
Would you like to update product info or give feedback on images?
|
More About the Author
Discover books, learn about writers, read author blogs, and more.
› Visit Amazon's Lennart Ljung Page
› Visit Amazon's Lennart Ljung Page
Inside This Book
(learn more)
Key Phrases - Statistically Improbable Phrases (SIPs):
(learn more)
parameter estimation methods, signal spectra, output error model structure, estimating state space models, presampling filters, closed loop data, model structure selection, extended observability matrix, intersample behavior, spectral analysis estimate, associated prediction errors, open loop operation, closed loop identification, recursive identification algorithms, false local minima, prediction error method, limiting estimate, minimizing argument, local identifiability, multivariable case, model parametrization, slow disturbances, robust norms, transfer function estimate, multistage methods Key Phrases - Capitalized Phrases (CAPs): (learn more)
Models of Linear Time-Invariant Systems, Time-Invariant Linear Systems, Experiment Design, Computing the Estimate, Time Figure, Proof of Theorem, Recursive Estimation Methods, Best Fits, Family of Transfer-Function Models, Identifiability of Black-Box Multivariable Model Structures, Some Applications, Asymptotic Distribution of Parameter Estimates, Use Problem, Proof of Lemma, Comparing Model Structures, Some Formal Aspects, Nonlinear Black-Box Models, Frequency-Domain Methods, Choice of Norm, Choice of Identification Criterion, Fit Linear Models, The Choice of Updating Step, Basic Principles, Frequency-Domain Description of the Limit Model, Consider Problem Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
parameter estimation methods, signal spectra, output error model structure, estimating state space models, presampling filters, closed loop data, model structure selection, extended observability matrix, intersample behavior, spectral analysis estimate, associated prediction errors, open loop operation, closed loop identification, recursive identification algorithms, false local minima, prediction error method, limiting estimate, minimizing argument, local identifiability, multivariable case, model parametrization, slow disturbances, robust norms, transfer function estimate, multistage methods Key Phrases - Capitalized Phrases (CAPs): (learn more)
Models of Linear Time-Invariant Systems, Time-Invariant Linear Systems, Experiment Design, Computing the Estimate, Time Figure, Proof of Theorem, Recursive Estimation Methods, Best Fits, Family of Transfer-Function Models, Identifiability of Black-Box Multivariable Model Structures, Some Applications, Asymptotic Distribution of Parameter Estimates, Use Problem, Proof of Lemma, Comparing Model Structures, Some Formal Aspects, Nonlinear Black-Box Models, Frequency-Domain Methods, Choice of Norm, Choice of Identification Criterion, Fit Linear Models, The Choice of Updating Step, Basic Principles, Frequency-Domain Description of the Limit Model, Consider Problem Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
100
books
cite this book:
See all 100 books citing this book
- System Identification 2003 (IPV - IFAC Proceedings Volume) by Paul Van Den Hof on 5 pages
- Proceedings of the 15th Ifac World Congress on the International Federation of Automatic Control: Identification (IFAC Proceedings Volumes) by E. F. Camacho on 4 pages
- Adaptation and Learning in Control and Signal Processing 2001 (IFAC Proceedings Volumes) by S. Bittanti on 4 pages
- Model-Based Signal Processing (Adaptive and Learning Systems for Signal Processing, Communications and Control Series) by James V. Candy in Front Matter, page 482, and page 628
- Computer Intensive Methods in Control and Signal Processing:: The Curse of Dimensionality by Kevin Warwick on page 167, and page 193
See all 100 books citing this book
What Do Customers Ultimately Buy After Viewing This Item?
 |
85% buy the item featured on this page: System Identification: Theory for the User (2nd Edition) $120.70 |
 |
7% buy Applied System Identification $76.50 |
 |
3% buy Nonlinear Dynamical Systems and Control: A Lyapunov-Based Approach $63.45 |
 |
3% buy Adaptive Control: Second Edition $20.42 |
Tags Customers Associate with This Product(What's this?)Click on a tag to find related items, discussions, and people.
|
Sell a Digital Version of This Book in the Kindle Store
If you are a publisher or author and hold the digital rights to a book, you can sell a digital version of it in our Kindle Store.
Learn more
Customer Reviews
|
Share your thoughts with other customers:
|
||||||||||||||||
Most Helpful Customer Reviews
Share your thoughts with other customers: Create your own review
|
|
Customer Discussions
|
This product's forum
Active discussions in related forums
Search Customer Discussions
|
Listmania!
So You'd Like to...
Product Information from the Amapedia Community
Beta (What's this?)Be the first person to add an article about this item at Amapedia.com.
› See featured Amapedia.com articles
Look for Similar Items by Category
Look for Similar Items by Subject
Your Recent History
(What's this?)|
After viewing product detail pages or search results, look here to find an easy way to navigate back to pages you are interested in. |
