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

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      Publisher: Wiley
      Publication Date: Publication Date: 4/29/1991 12:00:00 AM
      ISBN13: 9780471928836, 978-0471928836
      ISBN10: 0471928836
      Also in:
      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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