Robust non-fragile filtering for networked systems with distributed variable delays |
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| Authors: | Dan Zhang Wenjian Cai Qing-Guo Wang |
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| Institution: | 1. Department of Automation, Zhejiang University of Technology, Hangzhou 310032, PR China;2. EXQUISITUS, Centre for E-City, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore;3. Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260, Singapore |
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| Abstract: | This paper is concerned with the robust non-fragile filtering for a class of networked systems with distributed variable delays. We model such a complex delay system with an augmented switched system. For the filtering implementation uncertainty, a stochastic variable is employed to indicate random occurrence of the filter gain change, and a norm bound to measure the change size. The suitably weighted measurements are proposed for filter performance improvement, instead of direct use of the measurements themselves which may have significant delays and degrade the performance. With some improved stability and l2 gain analysis for the switched systems, a new sufficient condition is obtained such that the filtering error system is exponentially stable in the mean square sense and achieves a prescribed H∞ performance level. A numerical example is given to show the effectiveness of the proposed design. |
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