Overview
- Employs a structural approach to filter design, revealing an inherent freedom to incorporate other classical secondary engineering constraints into filter design
- Develops powerful tools that may be used in several engineering applications besides filtering
- Illustrates the application of filtering theory to fault detection, isolation, and estimation
- For a broad audience of practicing engineers, graduate students, and researchers in filtering, signal processing, and control
- May serve as an advanced graduate text for a course or a seminar in filtering theory in applied mathematics or engineering departments
- No direct competition from other texts
Part of the book series: Systems & Control: Foundations & Applications (SCFA)
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Table of contents (15 chapters)
Keywords
About this book
Reviews
From the reviews:
The book can be recommended to graduate students and researchers in filtering, signal processing and control. –Zentralblatt Math
"This book is about filtering of white noise and finite energy type signals for finite-dimensional linear time-invariant system models. … This book is written for a mathematically mature reader with background in state space, geometric theory and filtering at least at the first year graduate level in engineering or applied mathematics." (Edwin Engin Yaz, Mathematical Reviews, Issue 2007 j)
"This book presents a comprehensive study of filtering theory from an essentially structural perspective. … this book appears particularly suited to scholars, scientists, and researchers. … the authors also address graduate students and practicing engineers." (Elena Zattoni, International Journal of Robust and Nonlinear Control, Vol. 19, 2009)
Editors and Affiliations
Bibliographic Information
Book Title: Filtering Theory
Book Subtitle: With Applications to Fault Detection, Isolation, and Estimation
Editors: Ali Saberi, Anton A. Stoorvogel, Peddapullaiah Sannuti
Series Title: Systems & Control: Foundations & Applications
DOI: https://doi.org/10.1007/978-0-8176-4564-9
Publisher: Birkhäuser Boston, MA
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Birkhäuser Boston 2007
Hardcover ISBN: 978-0-8176-4301-0Published: 15 December 2006
eBook ISBN: 978-0-8176-4564-9Published: 20 October 2007
Series ISSN: 2324-9749
Series E-ISSN: 2324-9757
Edition Number: 1
Number of Pages: XIV, 723
Topics: Control and Systems Theory, Systems Theory, Control, Mathematical and Computational Engineering, Signal, Image and Speech Processing, Communications Engineering, Networks, Circuits and Systems