Finite-level quantized synchronization of discrete-time linear multiagent systems with switching topologies

Yang Meng, Tao Li*, Ji Feng Zhang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

In this paper, the synchronization of discrete-time linear multiagent systems is studied with finite communication data rate and switching topology flows. A class of quantized-observerbased communication schemes and a class of certainty-equivalence-principle-based cooperative control laws are proposed with adaptive encoders and decoders. It is shown that if the pairs of agents' state matrices and control matrices multiplied by Laplacian eigenvalues of the weakly connected components are simultaneously stabilizable, and the communication topology flow is frequently connected, then there exist such protocols leading to synchronization exponentially fast. Furthermore, only finite bits of information exchange per step are required to guarantee the synchronization if the communication channels are frequently active. For first-order dynamics, the dwell time and the number of bits are both related to the unstable mode of agent dynamics, the number of agents, the frequency of connectivity, and the Laplacian eigenvalue ratio of the switching topology flow.

Original languageEnglish
Pages (from-to)275-299
Number of pages25
JournalSIAM Journal on Control and Optimization
Volume55
Issue number1
DOIs
StatePublished - 2017

Keywords

  • Linear multiagent system
  • Quantized observer
  • Switching topology flow
  • Synchronization

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