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Human-in-the-loop lag output consensus and lag H∞ output consensus for second-order multiagent systems with nonlinear dynamics

  • Kun Ling
  • , Jin Liang Wang*
  • , Shun Yan Ren
  • *Corresponding author for this work
  • Tiangong University
  • Guangzhou Institute of Science and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Virtual leader method is utilized to address the human-in-the-loop (HiTL) lag output consensus for second-order nonlinear multiagent systems (MASs) with and without exogenous interferences. In this paper, the virtual leader model contains control input, which is not available to all followers and determined by human. By leveraging inequality techniques and selecting suitable adaptive control strategy, a lag output consensus condition is established for the concerned MAS. Moreover, an adaptive control protocol with communication delay is devised for guaranteeing the lag output consensus of the MAS. Furthermore, these obtained results are further extended to the situation where exogenous interferences appear in the MAS. Finally, the performances of these presented adaptive control strategies are demonstrated via numerical examples.

Original languageEnglish
Pages (from-to)689-704
Number of pages16
JournalMathematics and Computers in Simulation
Volume247
DOIs
StatePublished - Sep 2026
Externally publishedYes

Keywords

  • Communication delay
  • Human-in-the-loop (HiTL)
  • Lag output consensus
  • Lag ℋ output consensus
  • Multiagent systems (MASs)

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