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Robust H-infinity filtering for networked systems with multiple state delays
He, Xiao ; Wang, Zidong ; Zhou, D.
2010-05-06 ; 2010-05-06
关键词DISCRETE-TIME-SYSTEMS MISSING MEASUREMENTS STOCHASTIC-SYSTEMS STABILIZATION DESIGN STABILITY Automation & Control Systems
中文摘要In this paper, a new robust H,, filter design problem is studied for a class of networked systems with multiple state-delays. Two kinds of incomplete measurements, namely, measurements with random delays and measurements with stochastic missing phenomenon, are simultaneously considered. Such incomplete measurements are induced by the limited bandwidth of communication networks, and are modelled as a linear function of a certain set of indicator functions that depend on the same stochastic variable. Attention is focused on the analysis and design problems of a full-order robust H-infinity filter such that, for all admissible parameter uncertainties and all possible incomplete measurements, the filtering error dynamics is exponentially mean-square stable and a prescribed H-infinity attenuation level is guaranteed. Some recently reported methodologies, such as delay-dependent and parameter-dependent stability analysis approaches, are employed to obtain less conservative results. Sufficient conditions, which are dependent on the occurrence probability of both the random sensor delay and missing measurement, are established for the existence of the desired filters in terms of certain linear matrix inequalities (LMIs). When these LMIs are feasible, the explicit expression of the desired filter can also be characterized. Finally, numerical examples are given to illustrate the effectiveness and applicability of the proposed design method.
语种英语 ; 英语
出版者TAYLOR & FRANCIS LTD ; ABINGDON ; 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND
内容类型期刊论文
源URL[http://hdl.handle.net/123456789/9571]  
专题清华大学
推荐引用方式
GB/T 7714
He, Xiao,Wang, Zidong,Zhou, D.. Robust H-infinity filtering for networked systems with multiple state delays[J],2010, 2010.
APA He, Xiao,Wang, Zidong,&Zhou, D..(2010).Robust H-infinity filtering for networked systems with multiple state delays..
MLA He, Xiao,et al."Robust H-infinity filtering for networked systems with multiple state delays".(2010).
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