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Predefined-Time Bounded Consensus of Multiagent Systems With Unknown Nonlinearity via Distributed Adaptive Fuzzy Control

Bing Mao, Xiaoqun Wu*, Jinhu Lu, Guanrong Chen

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This article investigates uniformly predefined-time bounded consensus of leader-following multiagent systems (MASs) with unknown system nonlinearity and external disturbance via distributed adaptive fuzzy control. First, uniformly predefined-time-bounded stability is analyzed and a sufficient condition is derived for the system to achieve semiglobally (globally) uniformly predefined-time-bounded consensus. Therein, the settling time is independent of initial conditions and can be defined in advance. Then, for first-order MASs, distributed adaptive fuzzy controllers are designed by combining neighboring consensus errors to drive all following agents to globally track the leader's state within predefined time. For second-order MASs, by formulating filtered errors, the consensus errors between following agents and the leader are shown to be bounded if the filtered errors are bounded. Furthermore, with the distributed controllers designed based on filtered errors, second-order MASs achieve semiglobally uniformly predefined-time-bounded leader-following consensus. Finally, two numerical examples are simulated, including: 1) a first-order leader-following MAS and 2) a second-order Lagrangian system consisting of single-link manipulators, to demonstrate the performance of the proposed controllers. © 2022 IEEE.
Original languageEnglish
Pages (from-to)2622-2635
Number of pages14
JournalIEEE Transactions on Cybernetics
Volume53
Issue number4
Online published15 Apr 2022
DOIs
Publication statusPublished - Apr 2023

Research Keywords

  • Stability criteria
  • Numerical stability
  • Thermal stability
  • Protocols
  • Fuzzy control
  • Multi-agent systems
  • Convergence
  • Adaptive fuzzy control
  • external disturbance
  • leader-following consensus
  • predefined-time tracking
  • unknown nonlinearity
  • LEADER-FOLLOWING CONSENSUS
  • BIPARTITE CONSENSUS
  • TRACKING CONTROL
  • FEEDBACK
  • STABILIZATION
  • STABILITY
  • NETWORKS
  • DESIGN

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