Goodwin, Graham C.
Adaptive Filtering Prediction and Control
- ISBN 13:
- 9780486469324
- author:
- Goodwin, Graham C.
- format:
- Paperback
- publisher:
- Dover Publications
- language:
- English
- Publication Year:
- 2009
- Pages:
- 560
- Dimensions:
- 23.4 x 16.3 x 3 cm
- Genre:
- Computer Science Textbook
- Condition:
- New
- Availability:
- Item usually sent within 7 working days
Description
Adaptive Filtering Prediction and Control is a comprehensive survey of the theory behind adaptive algorithms in linear discrete-time systems. The authors explore natural extensions to nonlinear systems, with a focus on practical applications.
The book covers both deterministic and stochastic systems, examining topics such as parameter estimation, optimal filtering, and adaptive control. It provides a thorough treatment of the theoretical and practical aspects of adaptive algorithms, making it suitable for advanced undergraduate and graduate classes.
Extensive appendices offer a summary of relevant background material, allowing readers to access this volume largely self-contained. The subject matter is relevant to various fields, including biotechnology, aerospace engineering, computer sciences, and electrical engineering.
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