4.4 Article

H∞ Filtering for Uncertain Periodic Markov Jump Systems with Periodic and Partly Unknown Information

期刊

CIRCUITS SYSTEMS AND SIGNAL PROCESSING
卷 37, 期 10, 页码 4200-4214

出版社

SPRINGER BIRKHAUSER
DOI: 10.1007/s00034-018-0759-y

关键词

H-infinity filtering; Markov jump systems; Partly unknown transition probabilities; Uncertainties

资金

  1. National Natural Science Foundation of PR China [61773011, 61773183]
  2. Ministry of Education of China under the 111 Project [B12018]
  3. Fundamental Research Funds for the Central Universities [JUSRP51407B]
  4. Curtin Fellowship

向作者/读者索取更多资源

This paper studies the problem of H-infinity filtering for a class of uncertain discrete-time periodic Markov jump systems with partly unknown and periodic transition probabilities, which is described as a polytope. By using Lyapunov function, periodic H-infinity filter is designed, which ensures that the periodic dynamic system is stochastically stable and satisfies a prescribed H-infinity performance index. A numerical example is presented to illustrate the effectiveness of the proposed theoretical results.

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