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

IEEE Trans Cybern. 2022 Jun;52(6):4430-4440. doi: 10.1109/TCYB.2020.3026996. Epub 2022 Jun 16.

Abstract

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.

MeSH terms

  • Algorithms*
  • Neural Networks, Computer*
  • Time Factors