Filtering and Control of Stochastic Jump Hybrid Systems

Filtering and Control of Stochastic Jump Hybrid Systems

Filtering and Control of Stochastic Jump Hybrid Systems

Filtering and Control of Stochastic Jump Hybrid Systems

Hardcover(1st ed. 2016)

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Overview

This book presents recent research work on shastic jump hybrid systems. Specifically, the considered shastic jump hybrid systems include Markovian jump Ito shastic 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 shastic 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 shastic 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 shastic 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.


Product Details

ISBN-13: 9783319319148
Publisher: Springer International Publishing
Publication date: 04/20/2016
Series: Studies in Systems, Decision and Control , #58
Edition description: 1st ed. 2016
Pages: 212
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

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