Networked Synchronization Control Method by Least Squares Support Vector Machine

摘要：

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.

关键词： least squares support vector machine networked synchronization controlLer

作者: Wang Ting Wang Heng Wang Ping

作者单位: Key Laboratory of Network control & Intelligent Instrument Chongqing University of Posts and Telecommunications Chongqing 400065 China

会议类型: 国际会议

会议名称: 2010 2nd International Conference on Signal Processing System(2010年信号处理系统国际会议 ICSPS 2010)

会议地点: 大连

会议语种:英文

页码: 1055-1058

在线出版日期: 2010-07-05（万方平台首次上网日期，不代表论文的发表时间）