Filtering for Discrete Fuzzy Stochastic Time-Delay Systems with Sensor Saturation
Joint Authors
Yin, Shen
You, Jia
Karimi, Hamid Reza
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-28
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper addresses the ℋ∞ filtering problem for discrete fuzzy stochastic systems with time-varying delay and sensor saturation.
Random noise depending on state and external disturbance is also taken into account.
A decomposition approach is employed to solve the characteristic of sensor saturation.
The scaled small gain (SSG) theorem is extended to the stochastic systems, which is employed to handle with the time-varying delay by transforming the original system into the form of an interconnected system consisting of two subsystems.
By the proposed Lyapunov-Krasovskii function, the scaled small gains of the subsystems are analyzed, respectively.
Sufficient conditions for the stochastic stability of the filtering error system with a prescribed ℋ∞ level are established such that the gains of the ℋ∞ filter can be obtained explicitly.
Finally, simulation results are presented to demonstrate the effectiveness of the proposed approach.
American Psychological Association (APA)
You, Jia& Yin, Shen& Karimi, Hamid Reza. 2013. Filtering for Discrete Fuzzy Stochastic Time-Delay Systems with Sensor Saturation. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1008534
Modern Language Association (MLA)
You, Jia…[et al.]. Filtering for Discrete Fuzzy Stochastic Time-Delay Systems with Sensor Saturation. Mathematical Problems in Engineering No. 2013 (2013), pp.1-10.
https://search.emarefa.net/detail/BIM-1008534
American Medical Association (AMA)
You, Jia& Yin, Shen& Karimi, Hamid Reza. Filtering for Discrete Fuzzy Stochastic Time-Delay Systems with Sensor Saturation. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1008534
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1008534