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© 2015

Filtering and Control for Classes of Two-Dimensional Systems

Book

Part of the Studies in Systems, Decision and Control book series (SSDC, volume 18)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Ligang Wu, Zidong Wang
    Pages 1-29
  3. General Theory of Some Classes of 2-D Systems

    1. Front Matter
      Pages 31-31
    2. Ligang Wu, Zidong Wang
      Pages 33-55
    3. Ligang Wu, Zidong Wang
      Pages 121-138
    4. Ligang Wu, Zidong Wang
      Pages 139-167
  4. A Special Class of 2-D Systems: Linear Repetitive Processes

    1. Front Matter
      Pages 169-169
    2. Ligang Wu, Zidong Wang
      Pages 171-195
    3. Ligang Wu, Zidong Wang
      Pages 217-233
    4. Ligang Wu, Zidong Wang
      Pages 283-322
    5. Ligang Wu, Zidong Wang
      Pages 323-326
  5. Back Matter
    Pages 327-336

About this book

Introduction

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.

Keywords

2-d Systems Linear Repetitive Processes Optimal Control Optimal Filtering Optimal Model Reduction Two-dimensional Systems

Authors and affiliations

  1. 1.Space Control and Inertial Technology Research CenterHarbin Institute of TechnologyHarbinChina
  2. 2.Department of Computer ScienceBrunel UniversityUxbridgeUnited Kingdom

About the authors

Zidong Wang is currently Professor of Dynamical Systems and Computing at Brunel University, West London, United Kingdom. From January 1997 to December 1998, he was an Alexander von Humboldt research fellow with the Control Engineering Laboratory, Ruhr-University Bochum, Germany. From January 1999 to February 2001, he was a Lecturer with the Department of Mathematics, University of Kaiserslautern, Germany. From March 2001 to July 2002, he was a University Senior Research Fellow with the School of Mathematical and Information Sciences, Coventry University, U.K. In August 2002, he joined the Department of Information Systems and Computing, Brunel University, U.K., as a Lecturer, and was then promoted to a Reader in September 2003 and to a Chair Professor in July 2007. Professor Wang's research interests include dynamical systems, signal processing, bioinformatics, control theory and applications. He has published more than 200 papers in refereed international journals. His publications have received more than 5000 citations (excluding self-citations) with h-index 48. He was awarded the Humboldt research fellowship in 1996 from Alexander von Humboldt Foundation, the JSPS Research Fellowship in 1998 from Japan Society for the Promotion of Science, and the William Mong Visiting Research Fellowship in 2002 from the University of Hong Kong.

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
  • Series Abbreviated Title Studies in Systems, Decision and Control
  • DOI https://doi.org/10.1007/978-3-319-13698-1
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Hardcover ISBN 978-3-319-13697-4
  • Softcover ISBN 978-3-319-38619-5
  • eBook ISBN 978-3-319-13698-1
  • Series ISSN 2198-4182
  • Series E-ISSN 2198-4190
  • Edition Number 1
  • Number of Pages XVI, 336
  • Number of Illustrations 0 b/w illustrations, 92 illustrations in colour
  • Topics Control and Systems Theory
    Systems Theory, Control
  • Buy this book on publisher's site

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)