Networked synchronization control method by least squares support vector machine

Abstract

The system which manages and controls the behavior of multi-devices synchronously to realize their synchronous work is defined as networked synchronization control system. In the paper, least squares support vector machine is employed to the networked synchronization control. Then, synchronization control based on least squares support vector machine is created. The tracking curve of sine is employed to testify the feasibility of least squares support vector machine and the superiority compared with the proposed control model. The comparison results show that LSSVM controller has higher control accuracy and faster convergent speed than PID controller and SVM controller.