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Suboptimal Filtering of Networked Discrete-Time Systems with Random Observation Losses
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-10
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This paper studies the remote filtering problem over a packet-dropping network.
A general multiple-input-multiple-output (MIMO) discrete-time system is considered.
The multiple measurements are sent over different communication channels every time step, and the packet loss phenomenon in every communication channel is described by an independent and identically distributed (i.i.d) Bernoulli process.
A suboptimal filter is obtained which can minimize the mean squared estimation error.
The convergence properties of the estimation error covariance are studied, and mean square stability of the suboptimal filter is proved under standard assumptions.
A simulation example is exploited to demonstrate the effectiveness of the results.
American Psychological Association (APA)
Gao, Shouwan& Chen, Pengpeng. 2014. Suboptimal Filtering of Networked Discrete-Time Systems with Random Observation Losses. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-449912
Modern Language Association (MLA)
Gao, Shouwan& Chen, Pengpeng. Suboptimal Filtering of Networked Discrete-Time Systems with Random Observation Losses. Mathematical Problems in Engineering No. 2014 (2014), pp.1-8.
https://search.emarefa.net/detail/BIM-449912
American Medical Association (AMA)
Gao, Shouwan& Chen, Pengpeng. Suboptimal Filtering of Networked Discrete-Time Systems with Random Observation Losses. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-449912
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-449912