Self-Tuning Systems: Control and Signal Processing

ISBN-13: 9780471928836 / Angielski / Twarda / 1991 / 604 str.

P. E. Wellstead; M. B. Zarrop

Opis

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.

Spis treści

SYSTEM IDENTIFICATION FOR SELF–TUNING.

System and Signal Models.

Recursive Estimation.

Using Recursive Estimators.

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.

Index.