System identification
Subtitle: theory for the user
By: Lennart Ljung.
Edition: 2nd ed.
Series: Prentice Hall information and system sciences series
Publisher: Prentice Hall PTR
Published: 1999
Place of publication: Upper Saddle River, NJ
Language: eng
Number of pages: 609
Subjects: System identification.
Description: 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.
Notes: Includes bibliographical references (p. 565-593) and indexes.