4.6 Article

Fixed-Time Synchronization of Complex Dynamical Networks: A Novel and Economical Mechanism

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 52, Issue 6, Pages 4430-4440

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2020.3026996

Keywords

Synchronization; Complex networks; Stability criteria; Mathematics; Indexes; Neural networks; Complex networks; continuous controllers; fixed-time synchronization; settling time

Funding

  1. National Key Research and Development Program of China [2018AAA0101100]
  2. National Natural Science Foundation of China [61973241, 61873171, 61677322, 61621003]

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This article investigates fixed-time synchronization of complex networks. A novel lemma is introduced to prove the fixed-time stability of equilibrium of a general ordinary differential system, and sufficient conditions are presented for synchronization of a complex network using simple controllers. The controllers in this study are simpler, more practical, and have been illustrated through three examples.
Fixed-time synchronization of complex networks is investigated in this article. First, a completely novel lemma is introduced to prove the fixed-time stability of the equilibrium of a general ordinary differential system, which is less conservative and has a simpler form than those in the existing literature. Then, sufficient conditions are presented to realize synchronization of a complex network (with a target system) within a settling time via three different kinds of simple controllers. In general, controllers designed to achieve fixed-time stability consist of three terms and are discontinuous. However, in our mechanisms, the controllers only contain two terms or even one term and are continuous. Thus, our controllers are simpler and of more practical applicability. Finally, three examples are provided to illustrate the correctness and effectiveness of our results.

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