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HMM-Based Asynchronous Filter Design of Continuous-Time Fuzzy MJSs

  • Shanling DongEmail author
  • Zheng-Guang Wu
  • Peng Shi
Chapter
Part of the Studies in Systems, Decision and Control book series (SSDC, volume 268)

Abstract

In this chapter, we focus on the problem of dissipative asynchronous filtering for nonlinear continuous-time MJSs, described by the T–S fuzzy technique. A dissipative asynchronous fuzzy filter is constructed by the HMM. We utilize the stochastic Lyapunov technique and introduce some slack matrices to obtain a sufficient condition guaranteeing the stochastic stability of the filtering error systems with dissipative performance. Then based on this sufficient condition and Finsler’s lemma, two filtering approaches are developed in terms of LMIs.

Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  1. 1.National Laboratory of Industrial Control TechnologyInstitute of Cyber-Systems and Control, Zhejiang UniversityHangzhouChina
  2. 2.School of Electrical and Electronic EngineeringUniversity of AdelaideAdelaideAustralia
  3. 3.Victoria UniversityMelbourneAustralia

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