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State Estimation for Time-Delay Systems with Markov Jump Parameters and Missing Measurements
Joint Authors
Liu, Jinliang
Tan, Yushun
Qi, Qiong
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-03
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper is concerned with the state estimation problem for a class of time-delay systems with Markovian jump parameters and missing measurements, considering the fact that data missing may occur in the process of transmission and its failure rates are governed by random variables satisfying certain probabilistic distribution.
By employing a new Lyapunov function and using the convexity property of the matrix inequality, a sufficient condition for the existence of the desired state estimator for Markovian jump systems with missing measurements can be achieved by solving some linear matrix inequalities, which can be easily facilitated by using the standard numerical software.
Furthermore, the gain of state estimator can also be derived based on the known conditions.
Finally, a numerical example is exploited to demonstrate the effectiveness of the proposed method.
American Psychological Association (APA)
Tan, Yushun& Qi, Qiong& Liu, Jinliang. 2014. State Estimation for Time-Delay Systems with Markov Jump Parameters and Missing Measurements. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1013804
Modern Language Association (MLA)
Tan, Yushun…[et al.]. State Estimation for Time-Delay Systems with Markov Jump Parameters and Missing Measurements. Abstract and Applied Analysis No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1013804
American Medical Association (AMA)
Tan, Yushun& Qi, Qiong& Liu, Jinliang. State Estimation for Time-Delay Systems with Markov Jump Parameters and Missing Measurements. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1013804
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1013804