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Non-fragile control protocol for finite-time consensus of stochastic multi-agent systems with input time-varying delay

  • B. Kaviarasan
  • , R. Sakthivel*
  • , Y. Li
  • , D. Zhao
  • , Y. Ren
  • *Corresponding author for this work
  • Anna University
  • Bharathiar University
  • Sungkyunkwan University
  • University of Jinan
  • Shandong Key Laboratory of Big-data Driven Safety Control Technology for Complex Systems
  • University of Duisburg-Essen
  • Anhui Normal University
  • Beijing University of Civil Engineering and Architecture

Research output: Contribution to journalArticlepeer-review

Abstract

The existence of gain variations in control design often disrupts most of the control system performance. By considering this point, as a first attempt in the literature, a robust non-fragile state feedback control design is proposed in this paper for achieving finite-time consensus in a class of stochastic nonlinear multi-agent systems with randomly occurring uncertainty and randomly occurring nonlinearity. Specifically, the randomness phenomena are characterized with the aid of stochastic variables that satisfy the Bernoulli distribution properties. To design the non-fragile control protocol, the communicationgraph is chosen to be directed and connected subject to switching topologies. On the basis of the Lyapunov–Krasovskii stability theory and stochastic analysis techniques, a new set of sufficient conditions is established to guarantee that the states of all agents can reach an agreement over a given finite-time period via the proposed non-fragile switched control law. The effectiveness of the designed consensus protocol is demonstrated through an academic example.

Original languageEnglish
Pages (from-to)325-337
Number of pages13
JournalInternational Journal of Machine Learning and Cybernetics
Volume11
Issue number2
DOIs
StatePublished - 1 Feb 2020
Externally publishedYes

Keywords

  • Finite-time consensus
  • Non-fragile control
  • Stochastic multi-agent system
  • Switching topology

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