Synchronization of discrete-time complex dynamical networks with interval time-varying delays via non-fragile controller with randomly occurring perturbation

Title
Synchronization of discrete-time complex dynamical networks with interval time-varying delays via non-fragile controller with randomly occurring perturbation
Author(s)
박주현M.J. Park[M.J. Park]O.M. Kwon[O.M. Kwon]S.M. Lee[S.M. Lee]E.J. Cha[E.J. Cha]
Keywords
GUARANTEED COST CONTROL; STABILITY ANALYSIS; COUPLING DELAYS; NEURAL-NETWORKS; SYSTEMS; ROBUST; CRITERIA; STATE
Issue Date
201410
Publisher
PERGAMON-ELSEVIER SCIENCE LTD
Citation
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, v.351, no.10, pp.4850 - 4871
Abstract
This paper addresses synchronization problem for discrete-time complex dynamical networks with interval time-varying delays. In order to achieve the synchronization, a feedback controller subjected to randomly occurring perturbations will be considered. The randomly occurring perturbations are assumed to belong to the Binomial sequence. By constructing a suitable Lyapunov-Krasovskii functional, and utilizing reciprocally convex approach and Finsler's lemma, the synchronization criteria for the networks are established in terms of linear matrix inequalities (LMIs) which can be easily solved by various effective optimization algorithms. The networks are represented by the use of Kronecker product technique. The effectiveness of the proposed methods will be verified via numerical examples. (C) 2014 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
URI
http://hdl.handle.net/YU.REPOSITORY/30623http://dx.doi.org/10.1016/j.jfranklin.2014.07.020
ISSN
0016-0032
Appears in Collections:
공과대학 > 전기공학과 > Articles
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