Stochastic Control and Filtering over Constrained Communication Networks
Qinyuan Liu, Zidong Wang, Xiao He
Inbunden, 2018
1 308 kr
Stochastic Control and Filtering over Constrained Communication Networks
E-bok
Engelska, 20181 672 kr
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Beskrivning
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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Stochastic Control and Filtering over Constrained Communication Networks
Qinyuan Liu, Zidong Wang, Xiao He
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