Theory and Practice of Recursive Identification

Description

Theory and Practice of Recursive Identification

By Lennart Ljung, Torsten Sderstrm,

Publisher:   MIT Press
Number Of Pages:   552
Publication Date:   1987-02
Sales Rank:   2821218
ISBN / ASIN:   0262620588
EAN:   9780262620581
Binding:   Paperback
Manufacturer:   MIT Press
Studio:   MIT Press

Methods of recursive identification deal with the problem of building mathematical models of signals and systems on-line, at the same time as data is being collected. Such methods, which are also known as adaptive algorithms or sequential parameter estimation methods, may be applied to a wide spectrum of online adaptive systems, such as devices for signal processing, prediction, or control and are useful for modeling systems in general. For example, they can be used to analyze the demand for power on an electric generating grid and help the grid adjust to continually changing power needs, or applied to the changing conditions of a papermaking plant, or to monitoring pollution in a river.

This book provides a comprehensive and systematic framework for developing, describing, and analyzing such recursive algorithms. It has been carefully designed and organized to meet the needs of readers with different objectives. With a myriad of algorithms now in use, it provides a simple and coherent frame of reference for understanding the subject and will serve as a guide to the large number of choices made available by the advent of inexpensive, powerful digital processors.

Readers primarily interested in theory will find a detailed development of convergence analysis and asymptotic distribution results. For graduate students it is a basic introduction to the subject. And for engineers interested in practical applications, the book's earlier theory-oriented chapters are equipped with "user's summaries" that provide direct access to the discussion of practical aspects developed in the final three chapters on implementation and applications.

The authors are both affiliated with Swedish universities. Lennart Ljung is Professor and Head of the Electrical Engineering Department at Linkoping University, and Torsten Söderström is Professor in the Department of Automatic Control and Systems Analysis at Uppsala University. Their book is fifth in The MIT Press Signal Processing, Optimization, and Control Series, edited by Alan S. Willsky.

 

http://mihd.net/7td2vk

http://rapidshare.com/files/61755232/ljung_soderstrom_-_theory_and_practice_of_recursive_identification.pdf

 

$$ Buy "Theory and Practice of Recursive Identification" on Amazon $$

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "Theory and Practice of Recursive Identification" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 1331
2. Recursive Macroeconomic Theory, 2nd Edition by Lars Ljungqvist
3. System Identification: Theory for the User (2nd Edition)
4. System Identification: Theory for the User (2nd Edition)
5. System Identification: Theory for the User (2nd Edition)
6. System Identification: Theory for the User (2nd Edition)
7. System Identification: Theory for the User (2nd Edition)
8. Automated Taxon Identification in Systematics: Theory, Approaches and Applications
9. Automated Taxon Identification in Systematics: Theory, Approaches and Applications
10. Practical Grey-box Process Identification: Theory and Applications (Advances in Industrial Control)
11. [request_ebook] System Identification: Theory for the User (2nd Edition)
12. Introduction to Mathematical Systems Theory: Linear Systems, Identification and Control
13. Introduction to Mathematical Systems Theory: Linear Systems, Identification and Control
14. Automated Taxon Identification in Systematics: Theory, Approaches and Applications (Systematics Association Special Volume)
15. SOA in Practice: The Art of Distributed System Design (Theory in Practice)
16. SOA in Practice: The Art of Distributed System Design (Theory in Practice)