Graham C Goodwin, Kwai Sang Sin

Adaptive Filtering Prediction and Control

• Broschiertes Buch

Produktbeschreibung

This unified survey focuses on linear discrete-time systems and explores natural extensions to nonlinear systems. It emphasizes discrete-time systems, summarizing theoretical and practical aspects of a large class of adaptive algorithms. 1984 edition.

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Produktdetails

• Verlag: Dover Publications
• Seitenzahl: 560
• Erscheinungstermin: 1. Mai 2009
• Englisch
• Abmessung: 235mm x 167mm x 29mm
• Gewicht: 757g
• ISBN-13: 9780486469324
• ISBN-10: 0486469328
• Artikelnr.: 24627477

Autorenporträt

Graham C. Goodwin is Laureate Professor of Electrical Engineering at the University of Newcastle, Australia. Kwai Sang Sin is also affiliated with the Department of Electrical Engineering at the University of Newcastle.

Inhaltsangabe

Preface 1. Introduction to Adaptive Techniques Part 1. Deterministic
Systems 2. Models for Deterministic Dynamical Systems 3. Parameter
Estimation for Deterministic Systems 4. Deterministic Adaptive Prediction
5. Control of Linear Deterministic Systems 6. Adaptive Control of Linear
Deterministic Systems Part 2. Stochastic Systems 7. Optimal Filtering and
Prediction 8. Parameter Estimation for Stochastic Dynamic Systems 9.
Adaptive Filtering and Prediction 10. Control of Stochastic Systems 11.
Adaptive Control of Stochastic Systems Appendices A. A Brief Review of Some
Results from Systems Theory B. A Summary of Some Stability Results C.
Passive Systems Theory D. Probability Theory and Stochastic Processes E.
Matrix Riccati Equations References Index