Generalized H2 filter design for T-S fuzzy systems with quantization and packet loss

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

8 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Title of host publicationIEEE SSCI 2011 - Symposium Series on Computational Intelligence
Subtitle of host publicationCICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
PublisherIEEE
ISBN (Electronic)978-1-4244-9903-8
ISBN (Print)978-1-4244-9902-1
Publication statusPublished - Apr 2011

Conference

TitleSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2011
PlaceFrance
CityParis
Period11 - 15 April 2011

Abstract

In this paper, the problem of generalized H2 filtering is concerned for a class of discrete-time T-S fuzzy systems with measurement quantization and packet loss. The quantized measurements are transmitted to the filter via an imperfect communication channel, where the phenomenon of packet loss can be encountered. A random binary process is utilized to describe the packet dropouts, while the quantization errors are treated as sector bound uncertainties. Attention is focused on the design of generalized H2 piecewise filter such that the filtering error system is stochastically stable and preserves a guaranteed generalized H2 performance. The developed filter gains can be obtained by solving a set of linear matrix inequalities. Finally, an illustrative example is provided to show the effectiveness of the proposed method.

Citation Format(s)

Generalized H2 filter design for T-S fuzzy systems with quantization and packet loss. / Zhang, Changzhu; Feng, Gang; Qiu, Jianbin.
IEEE SSCI 2011 - Symposium Series on Computational Intelligence : CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation. IEEE, 2011. 5945766.

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review