TY - BOOK AU - Ljung,Lennart TI - System identification: theory for the user T2 - Prentice Hall information and system sciences series SN - 0136566952 AV - QA402 .L59 1999 PY - 1999///] CY - Upper Saddle River, NJ PB - Prentice Hall PTR KW - System identification N1 - Includes bibliographical references (pages 565-593) and indexes; Contents; Preface to the First Edition ; Acknowledgments ; Preface to the Second Edition ; Operators and Notational Conventions ; 1 Introduction ; 2 Time-Invariant Linear Systems ; 3 Simulation and Prediction ; 4 Models of Linear Time-Invariant Systems ; 5 Models for Time-varying and Nonlinear Systems ; 6 Nonparametric Time- and Frequency-Domain Methods ; 7 Parameter Estimation Methods ; 8 Convergence and Consistency ; 9 Asymptotic Distribution of Parameter Estimates ; 10 Computing the Estimate ; 11 Recursive Estimation Methods ; 12 Options and Objectives ; 13 Experiment Design ; 14 Preprocessing Data ; 15 Choice of Identification Criterion ; 16 Model Structure Selection and Model Validation ; 17 System Identification in Practice ; App. I Some Concepts From Probability Theory ; App. II Some Statistical Techniques for Linear Regressions ; References ; Subject Index ; Reference Index ER -