Nonlinear Control and Filtering for Stochastic Networked Systems Paperback / softback
by Lifeng (Nanjing University of Science and Technology, Nanjing, China) Ma, Zidong (Brunel University, London, United Kingdom.) Wang, Yuming (Nanjing University of Science and Technology, Nanjing, China) Bo
Paperback / softback
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Description
In this book, control and filtering problems for several classes of stochastic networked systems are discussed.
In each chapter, the stability, robustness, reliability, consensus performance, and/or disturbance attenuation levels are investigated within a unified theoretical framework.
The aim is to derive the sufficient conditions such that the resulting systems achieve the prescribed design requirements despite all the network-induced phenomena.
Further, novel notions such as randomly occurring sensor failures and consensus in probability are discussed.
Finally, the theories/techniques developed are applied to emerging research areas. Key Features Unifies existing and emerging concepts concerning stochastic control/filtering and distributed control/filtering with an emphasis on a variety of network-induced complexities Includes concepts like randomly occurring sensor failures and consensus in probability (with respect to time-varying stochastic multi-agent systems) Exploits the recursive linear matrix inequality approach, completing the square method, Hamilton-Jacobi inequality approach, and parameter-dependent matrix inequality approach to handle the emerging mathematical/computational challenges Captures recent advances of theories, techniques, and applications of stochastic control as well as filtering from an engineering-oriented perspective Gives simulation examples in each chapter to reflect the engineering practice
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Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:226 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:30/09/2020
- Category:
- ISBN:9780367656867
Information
-
Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:226 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:30/09/2020
- Category:
- ISBN:9780367656867