1. Event-triggered [formula omitted] filtering of discrete-time switched linear systems.
- Author
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Xiao, Xiaoqing, Park, Ju H., and Zhou, Lei
- Subjects
LINEAR systems ,DISCRETE-time systems ,TELECOMMUNICATION ,PARAMETERS (Statistics) ,MATRIX inequalities ,COMPUTER simulation - Abstract
In this paper, the event-triggered H ∞ filtering problem for discrete-time switched linear systems is addressed. The filter and the system are connected via a communication network, and the transmitted information of system output and switching signal is determined by an event-triggered transmission scheme, which contains system mode dependent parameters. Consequently, the asynchronous switching between the filter and the system occurs, and the filtering error system is modeled as a switched system with augmented switching signal by using the merging switching signal technique. Then, by the multiple Lyapunov function method, a new sufficient condition is obtained such that the filtering error system is exponentially asymptotically stable and satisfies the weighted H ∞ performance. Finally, the design method for the filter and event-triggered parameters is proposed by solving a set of linear matrix inequalities. Numerical simulations illustrate the effectiveness of the proposed approach. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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