Nonlinear Control and Filtering for Stochastic Networked Systems - Couverture souple

Ma, Lifeng; Wang, Zidong; Bo, Yuming

Couverture souple

ISBN 10 : 0367656868 ISBN 13 : 9780367656867

Editeur : CRC Press, 2020

Synopsis

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

A propos du livre

À propos de l'auteur

Lifeng Ma, Zidong Wang, Yuming Bo

À propos de la quatrième de couverture

The book covers control and filtering problems for several classes of stochastic networked systems including stability, robustness, reliability, consensus performance, and/or disturbance attenuation levels within a unified theoretical framework. It derives sufficient conditions for systems to achieve the prescribed design requirements.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2020
• Langue: anglais
• ISBN 10: 0367656868
• ISBN 13: 9780367656867
• Reliure: Broché
• Nombre de pages: 242
• Coordonnées du fabricant: non disponible
• Personne responsable: GPSR Kontakt; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne