Predictive cloud control for multiagent systems with stochastic event-triggered schedule

Li Li*, Xijuan Wang, Yuanqing Xia, Hongjiu Yang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

13 Citations (Scopus)

Abstract

This paper addresses a predictive cloud control problem for a linear multiagent system with random network delays and noises. To reduce communication cost, a stochastic event-triggered schedule is introduced to decide whether current measurements need to be transmitted. An optimal state estimation algorithm is designed to compensate random network delays in the feedback channel. Subsequently, a predictive cloud control scheme is proposed for the multiagent system to achieve both stability and consensus. Simultaneously, random network delays in the forward channel is compensated actively. Sufficient and necessary conditions of stability and consensus for the closed-loop multiagent system are derived. Finally, a numerical example is provided to verify correctness and effectiveness of the proposed methods.

Original languageEnglish
Pages (from-to)70-79
Number of pages10
JournalISA Transactions
Volume94
DOIs
Publication statusPublished - Nov 2019

Keywords

  • Multiagent systems
  • Noises
  • Predictive cloud control
  • Random network delays
  • Stochastic event-triggered schedule

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