Please use this identifier to cite or link to this item: https://doi.org/10.1109/TII.2012.2232674
Title: H∞ filtering for networked systems with multiple time-varying transmissions and random packet dropouts
Authors: Zhang, D.
Wang, Q.-G. 
Yu, L.
Shao, Q.-K.
Keywords: Event-driven transmission
H∞ filtering
networked systems
random packet dropouts
switched system
time-varying transmission
Issue Date: 2013
Citation: Zhang, D., Wang, Q.-G., Yu, L., Shao, Q.-K. (2013). H∞ filtering for networked systems with multiple time-varying transmissions and random packet dropouts. IEEE Transactions on Industrial Informatics 9 (3) : 1705-1716. ScholarBank@NUS Repository. https://doi.org/10.1109/TII.2012.2232674
Abstract: This paper is concerned with the H∞ filtering for networked systems with multiple time-varying transmissions and random packet dropouts. We design a remote H∞ filter for these two networked issues such that the filtering error system is exponentially stable and achieves a prescribed H∞ performance level. A switched system approach is used to model the multiple time-varying transmission process, and a set of stochastic variables are employed to describe the random packet dropout phenomenon. By the switched system theory and some stochastic analysis methods, a sufficient condition for the existence of the H∞ filter is derived in terms of linear matrix inequalities (LMIs). Moreover, the filter gains are determined by solving an optimization problem. Two numerical examples are given to illustrate the effectiveness of the proposed design method. © 2005-2012 IEEE.
Source Title: IEEE Transactions on Industrial Informatics
URI: http://scholarbank.nus.edu.sg/handle/10635/82441
ISSN: 15513203
DOI: 10.1109/TII.2012.2232674
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