Adaptive Filtering Prediction and Control by Graham C Goodwin
This unified survey of the theory of adaptive filtering, prediction, and control focuses on linear discrete-time systems and explores the natural extensions to nonlinear systems. In keeping with the importance of computers to practical applications, the authors emphasize discrete-time systems. Their approach summarizes the theoretical and practical aspects of a large class of adaptive algorithms.Ideal for advanced undergraduate and graduate classes, this treatment consists of two parts. The first section concerns deterministic systems, covering models, parameter estimation, and adaptive prediction and control. The second part examines stochastic systems, exploring optimal filtering and prediction, parameter estimation, adaptive filtering and prediction, and adaptive control. Extensive appendices offer a summary of relevant background material, making this volume largely self-contained. Readers will find that these theories, formulas, and applications are related to a variety of fields, including biotechnology, aerospace engineering, computer sciences, and electrical engineering.
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Basic Electricity
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Optimal Filtering
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Adaptive Control
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Introduction to Stochastic Control Theory
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Complex Variables and the Laplace Transform for Engineers
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Computer-Controlled Systems
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Control System Design
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Robust Adaptive Controls
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Stable Adaptive Systems
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Digital Processing of Random Signals
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Foundations of Electrodynamics
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Decentralized Control of Complex Systems
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Introduction to Electromagnetic Engineering
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Feedback Control Theory
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Linear Robust Control
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Learning Automata
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Optimal Control Theory
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Circuits, Matrices and Linear Vector Spaces
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Telecommunications Systems Engineering
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Stochastic Processes and Filtering Theory
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Protection of Electronic Circuits
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An Introduction to Identification
| SKU | Unavailable |
| ISBN 13 | 9780486469324 |
| ISBN 10 | 0486469328 |
| Title | Adaptive Filtering Prediction and Control |
| Author | Graham C Goodwin |
| Series | Dover Books On Electrical Engineering |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Dover Publications Inc. |
| Year published | 2009-04-24 |
| Number of pages | 560 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |