System identification : theory for the user

• Main Author: Ljung, Lennart, 1946-
• Format: Book
• Language: English
• Published: Upper Saddle River, NJ : Prentice Hall PTR, c1999
• Edition: 2nd ed.
• Series: Prentice Hall information and system sciences series
• Subjects: lineární řídicí systémy; nelineární řídicí systémy; identifikace; řídicí systémy; dynamické systémy; Matematické modelování; reálný čas; MATLAB (software)
• ISBN: 0136566952
• Physical Description: xxii, 609 s. : il. ; 25 cm

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.