Topology Identification of Uncertain General Dynamical Network with Distributed Time Delays
Zhongming Xu, Sheng Gui, Yan Pan, Qiongli Wu · 2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) · 2020
There are much uncertain information in a complex dynamical network, such as uncertain topological structure and node dynamics. Based on the Lyapunov function method and stability theory of differential equation, the impulsive controlling method and the bidirectional coupling method are proposed to identify the topological structure and systems parameters of the complex network model with distributed time delays effectively, and monitor the online switching topology effectively. A numerical example is given to demonstrate the effectiveness of our method.