Application of Support Vector Machine in Networked Control System with Delayed Variable Sampling Period

被引：5

作者：

Ting, Wang ^{[1
]}

Heng, Wang ^{[1
]}

Ping, Wang ^{[1
]}

机构：

[1] Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

来源：

ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 3 | 2010年

关键词：

support vector machine; networked control system; delayed variable sampling period; delay predictor;

D O I：

10.1109/ICCSIT.2010.5564519

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In the paper, support vector machine is adopted to predict the time delay induced in the networked control system by using time delay historical data. We employ the reaction curve of sine to testify the feasibility of support vector machine. Finally, BP neural network delay predictor is used to compare with support vector machine delay predictor. The testing results demonstrate that the prediction accuracy of support vector machine delay predictor is better than that of BP neural network delay predictor.

引用

页码：127 / 130

页数：4

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