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|Title:||H∞ filtering for discrete-time systems with stochastic incomplete measurement and mixed delays|
|Other Titles:||H infinity filtering for discrete-time systems with stochastic incomplete measurement and mixed delays|
|Citation:||IEEE Transactions on Industrial Electronics, 2012; 59(6):2732-2739|
|Publisher:||IEEE-Inst Electrical Electronics Engineers Inc|
|Peng Shi, Xiaoli Luan, and Fei Liu|
|Abstract:||This paper focuses on the H∞ filtering problem for a class of discrete-time systems with stochastic incomplete measurement and mixed random delays. A more realistic and accurate measurement mode is proposed to compensate for the negative influence of both missing data and different time delays in a random way. In the system, all of the stochastic variables are mutually independent but satisfy the Bernoulli binary distribution. In particular, the stochastic infinite distributed delays are introduced in the discrete-time domain. Sufficient conditions for the existence of the admissible filter are derived in terms of linear matrix inequalities, which ensures the asymptotic stability as well as a prescribed H∞ performance for the filter errors. A simulation example is exploited to demonstrate the effectiveness of the proposed design procedures.|
|Keywords:||Discrete-time systems; H∞ filtering; random discrete delays; random distributed delays; random incomplete measurement.|
|Rights:||© 2011 IEEE|
|Appears in Collections:||Electrical and Electronic Engineering publications|
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