Filtering and control of stochastic jump hybrid systems /
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| Author / Creator: | Yao, Xiuming, author. |
|---|---|
| Imprint: | Switzerland : Springer, 2016. |
| Description: | 1 online resource (xix, 212 pages) : color illustrations |
| Language: | English |
| Series: | Studies in systems, decision and control, 2198-4182 ; volume 58 Studies in systems, decision and control ; v. 58. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11254911 |
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| 100 | 1 | |a Yao, Xiuming, |e author. | |
| 245 | 1 | 0 | |a Filtering and control of stochastic jump hybrid systems / |c Xiuming Yao, Ligang Wu, Wei Xing Zheng. |
| 264 | 1 | |a Switzerland : |b Springer, |c 2016. | |
| 300 | |a 1 online resource (xix, 212 pages) : |b color illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Studies in systems, decision and control, |x 2198-4182 ; |v volume 58 | |
| 504 | |a Includes bibliographical references. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed April 27, 2016). | |
| 505 | 0 | |a Introduction -- Part I Robust Filtering -- Part II Robust Control. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Jump processes. |0 http://id.loc.gov/authorities/subjects/sh85070997 | |
| 650 | 0 | |a Hybrid systems. |0 http://id.loc.gov/authorities/subjects/sh2008020269 | |
| 650 | 7 | |a Cybernetics & systems theory. |2 bicssc | |
| 650 | 7 | |a Automatic control engineering. |2 bicssc | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Hybrid systems. |2 fast |0 (OCoLC)fst01745575 | |
| 650 | 7 | |a Jump processes. |2 fast |0 (OCoLC)fst00984814 | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Wu, Ligang, |e author. |0 http://id.loc.gov/authorities/names/n2014030523 | |
| 700 | 1 | |a Zheng, Wei Xing, |e author. | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319319148 |
| 830 | 0 | |a Studies in systems, decision and control ; |v v. 58. |0 http://id.loc.gov/authorities/names/no2014053363 | |
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| 928 | |t Library of Congress classification |a QA274.755 |l Online |c UC-FullText |u https://link.springer.com/10.1007/978-3-319-31915-5 |z Springer Nature |g ebooks |i 12536644 | ||