Description

Book Synopsis
Geared to the usersa needs, this work provides comprehensive coverage of the main techniques and methods necessary to construct a self--tuning and self--adaptive system.

Table of Contents
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.

SelfTuning Systems

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A Hardback by M. B. Zarrop, M. B. Zarrop

15 in stock


    View other formats and editions of SelfTuning Systems by M. B. Zarrop

    Publisher: Wiley
    Publication Date: 4/29/1991 12:00:00 AM
    ISBN13: 9780471928836, 978-0471928836
    ISBN10: 0471928836
    Also in:
    Computing Software Engineering Electronics and communications engineering Production and industrial engineering

    Description

    Book Synopsis
    Geared to the usersa needs, this work provides comprehensive coverage of the main techniques and methods necessary to construct a self--tuning and self--adaptive system.

    Table of Contents
    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.

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