On noise-to-state stability of random nonlinear systems with switchings

Ticao Jiao, Wei Xing Zheng

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

2 Citations (Scopus)

Abstract

In this paper the stability problem for switched nonlinear systems with random disturbances of finite-order moments is investigated. The multiple Lyapunov functions method is utilized to establish certain general conditions under which random s itched systems are guaranteed to have a unique solution. Then the noise-to-state stability of random switched nonlinear systems is examined in two cases. First, the criterion of the noise-to-state stability of random switched systems with state-dependent min-switching is developed by the multiple Lyapunov functions method. Second, the criterion of the noise-to-state stability of random switched systems with time-dependent switching s derived in conjunction with the average dwell-time approach. The theoretical findings are verified by an illustrative example.
Original languageEnglish
Title of host publicationProceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), 22-25 May 2016, Montreal, Canada
PublisherIEEE
Pages1862-1865
Number of pages4
ISBN (Print)9781479953400
DOIs
Publication statusPublished - 2016
EventIEEE International Symposium on Circuits and Systems -
Duration: 22 May 2016 → …

Publication series

Name
ISSN (Print)0271-4310

Conference

ConferenceIEEE International Symposium on Circuits and Systems
Period22/05/16 → …

Keywords

  • Lyapunov functions
  • neural networks (computer science)
  • stability

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