Filtering and Control of Stochastic Jump Hybrid Systems

Xiuming Yao, Ligang Wu, Wei Xing Zheng (Autoren)

Buch | Hardcover

XIX, 212 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
9783319319148 (ISBN)

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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.

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

Erscheinungsdatum	08.10.2016
Reihe/Serie	Studies in Systems, Decision and Control
Zusatzinfo	XIX, 212 p. 57 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	2-d Systems • Anti-disturbance Control • Control • Engineering • Limited Communication • Markovian Jump Systems • Repeated Scalar Nonlinear Systems • Robust Control • Robust Filtering • Singular Systems • Stochastic Systems • Systems Theory, Control
ISBN-13	9783319319148 / 9783319319148
Zustand	Neuware