Filtering and Control of Stochastic Jump Hybrid Systems (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
212
Utgivningsdatum
2016-04-20
Upplaga
1st ed. 2016
Förlag
Springer International Publishing AG
Medarbetare
Wu, Ligang / Zheng, Wei Xing
Illustratör/Fotograf
Bibliographie
Illustrationer
57 Illustrations, color; XIX, 212 p. 57 illus. in color.
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783319319148
Filtering and Control of Stochastic Jump Hybrid Systems (inbunden)

Filtering and Control of Stochastic Jump Hybrid Systems

Inbunden Engelska, 2016-04-20
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This book presents recent research work on stochastic jump hybrid systems. Specifically, the considered stochastic jump hybrid systems include Markovian jump Ito stochastic systems, Markovian jump linear-parameter-varying (LPV) systems, Markovian jump singular systems, Markovian jump two-dimensional (2-D) systems, and Markovian jump repeated scalar nonlinear systems. Some sufficient conditions are first established respectively for the stability and performances of those kinds of stochastic jump hybrid systems in terms of solution of linear matrix inequalities (LMIs). Based on the derived analysis conditions, the filtering and control problems are addressed. The book presents up-to-date research developments and novel methodologies on stochastic jump hybrid systems. The contents can be divided into two parts: the first part is focused on robust filter design problem, while the second part is put the emphasis on robust control problem. These methodologies provide a framework for stability and performance analysis, robust controller design, and robust filter design for the considered systems. Solutions to the design problems are presented in terms of LMIs. The book is a timely reflection of the developing area of filtering and control theories for Markovian jump hybrid systems with various kinds of imperfect information. It is a collection of a series of latest research results and therefore serves as a useful textbook for senior and/or graduate students who are interested in knowing 1) the state-of-the-art of linear filtering and control areas, and 2) recent advances in stochastic jump hybrid systems. The readers will also benefit from some new concepts, new models and new methodologies with practical significance in control engineering and signal processing.
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Innehållsförteckning

Introduction.- Part I Robust Filtering.- Part II Robust Control.