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System identification /
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Academic Press,
1971.
|
| Colección: | Mathematics in science and engineering ;
v. 80. |
| Temas: | |
| Acceso en línea: | Texto completo Texto completo Texto completo |
Tabla de Contenidos:
- Front Cover; System Identification; Copyright Page; Contents; Preface; Acknowledgments; Chapter 1. Introduction; Chapter 2. Classical Methods of System Identification; 2.1 Introduction; 2.2 Deconvolution Methods for Impulse Response Identification; 2.3 System Identification Using Correlation Techniques; 2.4 Identification of Time-Varying Linear Processes by Sinusoidal Response Measurement; 2.5 Learning Models; 2.6 Wiener Theory of Nonlinear Systems; 2.7 Conclusions; Chapter 3. Cost Functions for System Identification; 3.1 Introduction; 3.2 Maximum a Posteriori Identification
- 3.3 Maximum a Posteriori Identification with Unknown Prior Statistics3.4 Maximum Likelihood Identification; 3.5 Summary; Chapter 4. Gradient Techniques for System Identification; 4.1 Introduction; 4.2 The Gradient Technique for Single-Stage Identification Problems; 4.3 Gradient Methods for Multiple Stage and Continuous System Identification; 4.4 Summary; Chapter 5. System Identification Using Stochastic Approximation; 5.1 Introduction; 5.2 Stochastic Approximation for Stochastic Dynamic Systems; 5.3 Sequential Estimation of Linear System Dynamics Using Stochastic Approximation; 5.4 Summary
- Chapter 6. Quasilinearization6.1 Introduction; 6.2 Continuous Systems; 6.3 Discrete Systems; 6.4 Difference and Differential Approximation; 6.5 Summary; Chapter 7. Invariant Imbedding and Sequential Identification; 7.1 Introduction; 7.2 Continuous Systems; 7.3 Discrete Systems; 7.4 Summary; Bibliography; Index