Overview
- Provides the reader with the latest theoretical developments in the widely applied class of uncertain 2-D systems
- Simulation examples in each chapter reflect the state of engineering practice and demonstrate the theoretical methods proposed
- Uses the increasingly popular matrix-inequality approach to unify existing and newly developed concepts in the filtering, control and model reduction of systems with imperfect information
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 18)
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Table of contents (14 chapters)
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Front Matter
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General Theory of Some Classes of 2-D Systems
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Front Matter
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A Special Class of 2-D Systems: Linear Repetitive Processes
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Front Matter
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Back Matter
Keywords
About this book
This book focuses on filtering, control and model-reduction problems for two-dimensional (2-D) systems with imperfect information. The time-delayed 2-D systems covered have system parameters subject to uncertain, stochastic and parameter-varying changes.
After an initial introduction of 2-D systems and the ideas of linear repetitive processes, the text is divided into two parts detailing:
· General theory and methods of analysis and optimal synthesis for 2-D systems; and
· Application of the general theory to the particular case of differential/discrete linear repetitive processes.
The methods developed provide a framework for stability and performance analysis, optimal and robust controller and filter design and model approximation for the systems considered. Solutions to the design problems are couched in terms of linear matrix inequalities.
For readers interested in the state of the art in linear filtering, control and model reduction, Filtering and Control for Classes of Two-Dimensional Systems will be a useful reference for exploring the field of 2-D systems either from a purely theoretical research perspective or from the point of view of a multitude of potential applications including image processing, and the study of seismographic data or thermal processes.
Reviews
“This book presents up-to-date research developments and novel methodologies on linear two-dimensional (2-D) systems. … The book is addressed to postgraduate students and scientists.” (T. Kaczorek, Mathematical Reviews, July, 2015)
Authors and Affiliations
About the authors
Bibliographic Information
Book Title: Filtering and Control for Classes of Two-Dimensional Systems
Authors: Ligang Wu, Zidong Wang
Series Title: Studies in Systems, Decision and Control
DOI: https://doi.org/10.1007/978-3-319-13698-1
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-13697-4Published: 21 January 2015
Softcover ISBN: 978-3-319-38619-5Published: 06 October 2016
eBook ISBN: 978-3-319-13698-1Published: 09 January 2015
Series ISSN: 2198-4182
Series E-ISSN: 2198-4190
Edition Number: 1
Number of Pages: XVI, 336
Number of Illustrations: 92 illustrations in colour
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