基于支持向量机的Internet网络延时分析与预测

Analysis and prediction of internet time-delay based on support vector machines

针对基于Internet的网络控制系统,采用Socket通信方式构建了网络控制系统的通信平台,在此平台上对网络延时进行测试、基于时间序列的分析方法,对Internet网络延时特性以及延时时间序列的自相关性进行统计分析;进而提出了基于支持向量机的网络延时预测方法。仿真结果说明,支持向量机预测网络延时具有较高的正确率。

According to the internetbased control system the communication platform of the network control system is implemented by the socket technology and the network time-delay is tested. The characteristics and the self-relativity of the internet time-delay are statistically analyzed by the method of the statistical time series. The simulation results show that this method of prediction network time-delay possesses a greater accuracy.