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Stochastic Control and Filtering over Constrained Communication Networks

Zidong Wang author Qinyuan Liu author Xiao He author

Format:Hardback

Publisher:Springer Nature Switzerland AG

Published:3rd Nov '18

Should be back in stock very soon

Stochastic Control and Filtering over Constrained Communication Networks cover

Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including:

  • recursive Riccati equations;
  • matrix decomposition;
  • optimal estimation theory; and
  • mathematical optimization methods.
Readers will benefit from the book’s new concepts, models and methodologies that have practical significance in control engineering and signal processing. Stochastic Control and Filtering over Constrained Communication Networks is a practical research reference for engineers dealing with networked control and filtering problems. It is also of interest to academics and students working in control and communication networks.

“This book is a research monograph, the authors make it be readable for graduate students of control theory. One only need some basic knowledge of stochastic process and control system theory to read it. I believe both beginners and experts can benefit from reading this book.” (Lu Qi, zbMATH 1428.93003, 2020)

ISBN: 9783030001568

Dimensions: unknown

Weight: unknown

222 pages

1st ed. 2019