Adaptive Filtering, Prediction and Control by Graham C Goodwin

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.

SKU	Unavailable
ISBN 13	9780130040695
ISBN 10	013004069X
Title	Adaptive Filtering, Prediction and Control
Author	Graham C Goodwin
Series	Prentice Hall Information And System Sciences Series
Condition	Unavailable
Publisher	Pearson Education Limited
Year published	1984-03-15
Number of pages	540
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note	Unavailable