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Filtering Theory: With Applications to Fault Detection, Isolation, and Estimation (Systems & Control: Foundations & Applications) - Hardcover
Synopsis
Authors are experts in the field and have published books as well as articles in first-rate journals
Comprehensive resource that contains many MATLAB-based examples
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From the Back Cover
The focus of this book is on filtering for linear processes, and its primary goal is to design filters from a class of linear stable unbiased filters that yield an estimation error with the lowest root-mean-square (RMS) norm. Various hierarchical classes of filtering problems are defined based on the availability of statistical knowledge regarding noise, disturbances, and other uncertainties.
An important characteristic of the approach employed in this work for several aspects of filter analysis and design is structural in nature, revealing an inherent freedom to incorporate other classical secondary engineering constraints―such as placement of filter poles at desired locations―in filter design. Such a structural approach requires an understanding of powerful tools that then may be used in several engineering applications besides filtering.
Key features and topics covered:
* Provides an in-depth structural study of powerful tools such as Riccati equations, linear matrix inequalities, and quadratic matrix inequalities.
* Develops a general and structural theory of H2 and H-infinity optimal filtering as well as generalized H2 and H-infinity optimal filtering in a broad framework with an extensive and complete analysis and synthesis of filter design.
* Examines several hierarchically ordered layers of noise decoupled filtering problems under a single umbrella.
* Illustrates the application of filtering theory to fault detection, isolation, and estimation.
Filtering Theory is aimed at a broad audience of practicing engineers, graduate students, and researchers in filtering, signal processing, and control. The book may serve as an advanced graduate text for a course or seminar in filtering theory in applied mathematics or engineering departments. Prerequisites for the reader are a first graduate course in state-space methods as well as a first course in filtering.
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Filtering Theory. With Applications to Fault Detection, Isolation, and Estimation. (= Systems & Control: Foundations & Applications).
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Boston / Basel, Birkhäuser, 2007
ISBN 10: 081764301X
ISBN 13: 9780817643010
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XIV, 723 pp. -TEXT IN ENGLISH / PLEASE NOTE: This is a heavy book, that requires additional postage for international delivery- Sprache: Englisch Gewicht in Gramm: 1200 Large 8vo. Hardcover, binding partially discolored, else fine. Seller Inventory # 123966
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Filtering Theory
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Filtering Theory
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Birkhauser Boston Dez 2006, 2006
ISBN 10: 081764301X
ISBN 13: 9780817643010
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -As soon as we (AS and PS) completed writing the book on H Optimal Con- 2 trol, another task of equal magnitude was laid to our charge. This task was to work on ltering and related topics. This book releases us from this charge. In this endeavor, we are fortunate to have found a capable person in our friend and colleague (AAS) who helped us release our burden. The subject of ltering is indeed vast and immense, much more so than the subject of H Optimal Control. In this work, we have tried to present what we 2 believe to be the fundamental issues of ltering. The book is not intended to give a chronological development of ltering from a historical point of view. A vast number of books already do so. Our intent here is to develop from our perspective the complete theory of ltering and various design methodologies associated with it along with their practical implementations. In this respect, we present here a state-of-the-art view of exact and almost input-decoupled ltering, H ,and H 2 1 ltering and inverse ltering issues, and include an application of ltering and inverse ltering to fault detection, isolation, and estimation. Most of the work reported here arose out of the research conducted by one or more of us and so- times in collaboration with our students and colleagues. Supposedly, young F. 723 pp. Englisch. Seller Inventory # 9780817643010
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Filtering Theory
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Employs a structural approach to filter design, revealing an inherent freedom to incorporate other classical secondary engineering constraints into filter designDevelops powerful tools that may be used in several engineering applications besi. Seller Inventory # 5975767
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