Skip to main navigation Skip to search Skip to main content

Event-triggered delayed impulsive control for synchronization of stochastic complex networks under deception attacks

  • Ni Yang
  • , Renjie Ji
  • , Huan Su*
  • *Corresponding author for this work
  • Harbin Institute of Technology Weihai

Research output: Contribution to journalArticlepeer-review

Abstract

This paper analyzes a class of stochastic complex networks (SCNs) subjected to deception attacks via the event- triggered delayed impulsive control (ETDIC) strategy. Noting the universality of delay, we consider the delay in impulsive control. The impulse is combined with the event-triggered mechanism (ETM), that is, the impulsive instant is determined by the ETM, which is defined by the network topology and the Lyapunov function. Based on this ETM, through a combination of the Lipschitz-Razumikhin method and graph theory, we obtain the conditions to avoid Zeno behavior and give some criteria of pth moment exponential synchronization (PMES) for SCNs under deception attacks. The criteria are related to the topology of the network, the event-triggered parameters, and the attack signals sent by the enemy. Finally, we analyze a class of coupling Chua's circuits subjected to deception attacks and present numerical examples to verify the validity and practicability of our theoretical results.

Original languageEnglish
Article number126256
JournalNeurocomputing
Volume543
DOIs
StatePublished - 28 Jul 2023
Externally publishedYes

Keywords

  • Deception attacks
  • Delayed impulse
  • Event-triggered control
  • Stochastic complex networks
  • pth moment exponential synchronization

Fingerprint

Dive into the research topics of 'Event-triggered delayed impulsive control for synchronization of stochastic complex networks under deception attacks'. Together they form a unique fingerprint.

Cite this