System Identification: Theory for the User

ISBN: 0136566952

Author: Ljung, Lennart

Condition: New

Appropriate for courses in System Identification. This book is a comprehensive and coherent description of the theory, methodology and practice of System Identification-the science of building mathematical models of dynamic systems by observing input/output data. It puts the user in focus, giving the necessary background to understand theoretical foundation and emphasizing the practical aspects of the options and choices that face the user. The Second Edition has been updated to include material on subspace methods, non-linear black box models-such as neural networks-and methods that use frequency domain data.

• Implements all methods in the System Identification Toolbox (to be run with MATLAB). Pg.___ | Serves as a complete update to what has been the leading book on the market, as well as the most cited one, for the past decade. It has been translated into Russian and Chinese. Pg.___ | Integrates a wealth of problem sets to both reinforce and challenge readers' understanding of key concepts. Pg.___ | Links coverage to the System Identification Toolbox, the internationally best selling software for System Identification. Pg.___