Abstract
Summary System Identification
Introduction.- Part I: Data-based Identification.- System Response Methods.- Frequency Response Methods.- Correlation Methods.- Part II: Time-invariant Systems Identification.- Static Systems Identification.- Dynamic Systems Identification.- Part III: Time-varying Systems Identification.- Time-varying Static Systems Identification.- Time-varying Dynamic Systems Identification.- Part IV: Model Validation.- Model Validation Techniques.- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.
Original language | English |
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Place of Publication | London |
Publisher | Springer |
Number of pages | 349 |
ISBN (Print) | 9780857295217 |
Publication status | Published - 2011 |
Keywords
- engineering
- control
- image processing
- speech
- control theory
- mechatronics