4.6 Article

PID Control for Synchronization of Complex Dynamical Networks With Directed Topologies

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 51, Issue 3, Pages 1334-1346

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2019.2902810

Keywords

Synchronization; Topology; Protocols; PD control; PI control; Complex networks; Directed spanning tree; networked control system; proportional– integral– derivative (PID) control; strongly connected network; synchronization

Funding

  1. National Key Research and Development Program of China [2016YFB0800401]
  2. National Natural Science Foundation of China [61621003, 61532020, 61472027]
  3. U.S. Army Research Office [W911NF-17-1-0535]

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This paper examines the synchronization of complex dynamical networks with directed topologies using PID control protocols, investigating global synchronization with PD controller and PI controller for different types of directed networks. The study establishes sets of sufficient conditions for achieving global synchronization and verifies the theoretical results through simulation examples.
Over the past decades, the synchronization of complex networks with directed topologies has received considerable attention owing to its extensive applications in the realistic world. Design of proportional-integral-derivative (PID) control protocols for achieving synchronization with directed networks is known to be a challenging task. The purpose of this paper is to establish a connection between the PID control protocols and synchronization of complex dynamical networks with directed topologies. Based on the classical complex network model, we investigate global synchronization with PD controller of a balanced strongly connected directed network and global synchronization with PI controller of a strongly connected directed network, and a directed network containing a spanning tree, respectively. Several sets of sufficient conditions are established under which the network reaches global synchronization. The simulation examples are presented to verify the efficiency of the theoretical results.

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