Stochastic Control and Filtering over Constrained Communication Networks
Zidong Wang author Qinyuan Liu author Xiao He author
Format:Hardback
Publisher:Springer Nature Switzerland AG
Published:3rd Nov '18
Should be back in stock very soon
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.
“This book is a research monograph, the authors make it be readable for graduate students of control theory. One only need some basic knowledge of stochastic process and control system theory to read it. I believe both beginners and experts can benefit from reading this book.” (Lu Qi, zbMATH 1428.93003, 2020)
ISBN: 9783030001568
Dimensions: unknown
Weight: unknown
222 pages
1st ed. 2019