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|Title:||H∞ filtering for networked systems with multiple time-varying transmissions and random packet dropouts|
random packet dropouts
|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|
|Appears in Collections:||Staff Publications|
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