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ROBUST H_∞ FILTERING FOR UNCERTAIN DISCRETE-TIME STATE-DELAYED SYSTEMS: A PARAMETER-DEPENDENT LYAPUNOV APPROACH 被引量:1

ROBUST H_∞ FILTERING FOR UNCERTAIN DISCRETE-TIME STATE-DELAYED SYSTEMS: A PARAMETER-DEPENDENT LYAPUNOV APPROACH
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摘要 This paper is concerned with the problem of robust H∞ filtering for linear discrete-time systems with multiple state delays and polytopic uncertain parameters. Attention is focused on the design of full-order, reduced-order and zeroth-order robust H∞ filters on the basis of a recently published parameter-dependent Lyapunov stability result. Sufficient conditions for the existence of such filters are formulated in terms of linear matrix inequalities, upon which admissible filters can be obtained from convex optimization problems. The proposed methodology has been shown, via a numerical example, to be much less conservative than previous filter design methods in the quadratic framework.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2004年第3期399-411,共13页 系统科学与复杂性学报(英文版)
关键词 robust H_∞ filtering linear matrix inequality polytopic uncertainty parameter-dependent stability time-delay systems 健壮H∞滤波 多元分布不确定性 线性离散时间系统 时间延迟系统 线性矩阵不等式 参数依赖稳定性 状态估计
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