Adaptive outer synchronization between two interacted networks with unknown parameters
Tiantian Sun, Weigang Sun · IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society · 2017
In this paper, we apply outer synchronization to identify unknown parameters existing in the node dynamics between two interacted networks. According to the coupling and interacted matrices, we design the corresponding adaptive control schemes and updating laws to achieve the outer synchronization. By the Lyapunov functional theory, we derive two theorems of the appearance of outer synchronization. Finally we provide numerical simulations to demonstrate the validity of our theoretical results and show the process of outer synchronization and the identification of unknown parameters.