System Identification: Theory for the User

By:

Ljung, Lennart

Material type: Text

TextPublication details: New York Prentice Hall 1999Edition: 2nd edDescription: 609pISBN:

9780136566953

Subject(s):

Computer Engineering

DDC classification:

003.1 LJU

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Book	NIMA Knowledge Centre	7th Floor Silence Zone	Reference	003.1 LJU (Browse shelf(Opens below))	Not For Loan		T0023527

Total holds: 0

Introduction Time Invariant Linear systems Simulation and Prediction Models of Linear Time Invariant Systems Models for Time Varying and Nonlinear Systems Nonparametric Time and Frequency Domain Methods Parameter Estimation Methods Convergence and Consistency Asymptotic Distribution of Parameter Estimates Computing the Estimate Recursive Estimation Methods Options and Objectives Experiment Design Preprocessing Data Choice of Identification Criterion Model Structure Selection and Model Validation System Identification in Practice Appendix - 1: Some Concepts from Probability Theory Appendix - 2: Some Statistical Techniques for Linear Regressions

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