Stochastic Control and Filtering over Constrained Communication Networks

2019 ed.

by Qinyuan Liu , Xiao He , Zidong Wang

Book Details

Format Hardback or Cased Book

Book Series Studies in Systems, Decision and Control

ISBN-10 3030001563

ISBN-13 9783030001568

Edition 2019 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Nov 3rd, 2018

Print length 222 Pages

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?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.

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.

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