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.

Subjects

Series Statement

• Prentice Hall information and system sciences series

Other Editions

• System identification: theory for the userPrentice-Hall1987-01-01
• System identificationPrentice Hall PTR1999
• System IdentificationHardcoverPrentice Hall PTR1998-12-29
• System IdentificationPrentice Hall PTR1998-12-29
• System IdentificationPearson Education, Limited2021-01-01
• System IdentificationPearson Education, Limited