Stochastic control and filtering over constrained communication networks / Qinyuan Liu, Zidong Wang, Xiao He.
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,...
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| Main Authors: | , , |
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| Format: | Ebook |
| Language: | English |
| Published: |
Switzerland :
Springer,
[2019]
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| Series: | Studies in systems, decision and control.
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| Subjects: | |
| Online Access: | Springer eBooks |
| Summary: | 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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| Physical Description: | 1 online resource (233 pages). |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 3030001563 3030001571 9783030001568 9783030001575 |