Nonlinear Control and Filtering for Stochastic Networked Systems - Tapa dura

Ma, Lifeng; Wang, Zidong; Bo, Yuming

 
9781138386570: Nonlinear Control and Filtering for Stochastic Networked Systems

Sinopsis

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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Lifeng Ma, Zidong Wang, Yuming Bo

"Sobre este título" puede pertenecer a otra edición de este libro.

Otras ediciones populares con el mismo título

9780367656867: Nonlinear Control and Filtering for Stochastic Networked Systems

Edición Destacada

ISBN 10:  0367656868 ISBN 13:  9780367656867
Editorial: CRC Press, 2020
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