Stochastic Control and Filtering over Constrained Communication Networks

Anglický jazyk

Stochastic Control and Filtering over Constrained Communication Networks

Vydavateľstvo: Springer International Publishing
Rok vydania: 2018
Formát: Hardback
Rozmer: 241 x 160 mm
Jazyk: Anglický jazyk
ISBN: 9783030001568

Na objednávku

118.79 €

bežná cena: 131.99 €

O knihe

¿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.