title: Impulsive synchronization schemes of stochastic complex networks with switching topology: average time approach.
abstract: In this paper, a novel impulsive control law is proposed for synchronization of stochastic discrete complex networks with time delays and switching topologies, where average dwell time and average impulsive interval are taken into account. The side effect of time delays is estimated by Lyapunov-Razumikhin technique, which quantitatively gives the upper bound to increase the rate of Lyapunov function. By considering the compensation of decreasing interval, a better impulsive control law is recast in terms of average dwell time and average impulsive interval. Detailed results from a numerical illustrative example are presented and discussed. Finally, some relevant conclusions are drawn.
authors.affiliation: Platform Technologies Research Institute, RMIT University, Melbourne, VIC 3001, Australia.
authors.forename: Chaojie
authors.initials: C
authors.lastname: Li
authors.affiliation: Department of Mathematics, Southeast University, Nanjing 210096, PR China.
authors.forename: Wenwu
authors.initials: W
authors.lastname: Yu
authors.affiliation: Texas A&M University at Qatar, Doha, P.O. Box 23874, Qatar. Electronic address: tingwen.huang@qatar.tamu.edu.
authors.forename: Tingwen
authors.initials: T
authors.lastname: Huang
mesh_terms: D000465:Algorithms; D016571:Neural Networks, Computer; D013269:Stochastic Processes; D013997:Time Factors
keywords: Average dwell time; Average impulsive interval; Impulsive synchronization; Stochastic complex networks; Switching topology