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Stochastic Control and Filtering over Constrained Communication Networks

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Stochastic Control and Filtering over Constrained Communication Networks/ by Qinyuan Liu, Zidong Wang, Xiao He.
作者:	Liu, Qinyuan.
其他作者:	Wang, Zidong.
面頁冊數:	XVII, 222 p. 51 illus., 39 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Control engineering. -
電子資源:	https://doi.org/10.1007/978-3-030-00157-5
ISBN:	9783030001575

Stochastic Control and Filtering over Constrained Communication Networks
Liu, Qinyuan.

Stochastic Control and Filtering over Constrained Communication Networks[electronic resource] /by Qinyuan Liu, Zidong Wang, Xiao He. - 1st ed. 2019. - XVII, 222 p. 51 illus., 39 illus. in color.online resource. - Studies in Systems, Decision and Control,1782198-4182 ;. - Studies in Systems, Decision and Control,27.

Introduction -- Fundamental Limitations of Networked Systems over Fading Channels -- Event-based H∞ Consensus Control of Multi-agent Systems -- Event-Triggered Resilient Filtering with Measurement Quantization -- Event-based Distributed Filtering of Continuous-time Nonlinear Systems -- Event-based Distributed Filtering over Markovian Switching Topologies -- Event-based Recursive Distributed Filtering -- A Resilient Approach to Distributed Recursive Filter Design -- Consensus-based Recursive Distributed Filtering -- On Kalman-Consensus Filtering with Random Link Failures -- Moving-Horizon Estimation with Binary Encoding Schemes -- Conclusion and Further Work.

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.

ISBN: 9783030001575

Standard No.: 10.1007/978-3-030-00157-5doiSubjects--Topical Terms:

1249728
Control engineering.

LC Class. No.: TJ212-225

Dewey Class. No.: 629.8

Stochastic Control and Filtering over Constrained Communication Networks
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