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Resilient Estimation for Networked Systems With Variable Communication Capability

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Abstract

This note is concerned with the network-based resilient estimation problem. Multiple communication channels are considered to coexist in the networked surroundings, in contrast with the existing studies in which only one channel is used. In addition, it is supposed that the number of channels is not fixed, which consequently causes the communication capability vary among a finite set of modes. The regularity of the variation is considered to be of the modal persistent dwell time (MPDT) property. By constructing a quasi-time-dependent (QTD) Lyapunov function, sufficient conditions on the existence of resilient estimator have been obtained, which have been also shown to be less conservative than the non-QTD approach. An example of suspension system is utilized to demonstrate the effectiveness of the developed techniques.

Original languageEnglish
Article number7446321
Pages (from-to)4150-4156
Number of pages7
JournalIEEE Transactions on Automatic Control
Volume61
Issue number12
DOIs
StatePublished - Dec 2016

Keywords

  • Modal persistent dwell time (MPDT) variation
  • multiple channels
  • networked systems
  • packet dropouts
  • resilient estimation

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