Self-tuning Systems
Control and Signal Processing
Seiten
1991
John Wiley & Sons Ltd (Verlag)
978-0-471-93054-9 (ISBN)
John Wiley & Sons Ltd (Verlag)
978-0-471-93054-9 (ISBN)
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Designed to be a comprehensive text on self-tuning systems, this work is divided into four parts. It addresses system identification for self-tuning including recursive estimation, self-tuning controllers, signal processing and special topics.
By taking users' needs as their starting point the authors avoid giving a specialised coverage of just one method and instead concentrate on the main methods and techniques used in constructing a self-tuning system. The structure reflects the different aspects of a self-tuning system - identification algorithms, controller algorithms and signal processing. To enable a fundamental understanding basic algorithms and techniques are explained without too much theoretical rigour. Applications and commercial instruments which involve self-adaptive methods are also discussed intensively and recent research is documented to provide background information.
By taking users' needs as their starting point the authors avoid giving a specialised coverage of just one method and instead concentrate on the main methods and techniques used in constructing a self-tuning system. The structure reflects the different aspects of a self-tuning system - identification algorithms, controller algorithms and signal processing. To enable a fundamental understanding basic algorithms and techniques are explained without too much theoretical rigour. Applications and commercial instruments which involve self-adaptive methods are also discussed intensively and recent research is documented to provide background information.
Introduction; SYSTEM IDENTIFICATION FOR SELF TUNING: System and Signal Models; Recursive Estimation; Using Recursive Esitmators; Computational Alternatives for Recursive Estimation; Convergence Analysis for Recursive Algorithms; SELF TUNING CONTROLLERS: Pole Assignment Control; Minimum Variance Control; Multistage Predictive Control; SELF TUNING SIGNAL PROCESSING: Prediction; Self-Tuning Filters; SPECIAL TOPICS: Two- Dimensional Self-Tuning Algorithms; Self-Tuning Extremum Control; Frequency Domain Self-Tuning; Appendix.
| Erscheint lt. Verlag | 29.4.1991 |
|---|---|
| Zusatzinfo | Ill. |
| Verlagsort | Chichester |
| Sprache | englisch |
| Maße | 35 x 89 mm |
| Gewicht | 1290 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Software Entwicklung |
| Technik ► Elektrotechnik / Energietechnik | |
| Technik ► Maschinenbau | |
| ISBN-10 | 0-471-93054-7 / 0471930547 |
| ISBN-13 | 978-0-471-93054-9 / 9780471930549 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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