Random vibration online adaptive inverse control based on LS-SVM

被引：0
|
作者：
Ouyang, Jun [1 ]
Yan, Guirong [1 ]
Wang, Teng [1 ]
机构：
[1] Key Laboratory of Mechanical Structural Strength and Vibration, Xi'an Jiaotong University, Xi'an 710049, China
来源：
Yingyong Lixue Xuebao/Chinese Journal of Applied Mechanics | 2007年 / 24卷 / 04期
关键词：
D O I：
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中图分类号：
学科分类号：
摘要：
A new adaptive inverse control system based on least square support vector machine (LS-SVM) is proposed with respect to the nonliearities and uncertainties of random vibration waveform reproduction. A parameter tuning within fuzzy-Bayesian method is proposed for LS-SVM regression, and an approach of designing adaptive inverse controller using LS-SVM is presented. The random vibration adaptive inverse control structure is proposed accompanying with the expreriments.
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页码：530 / 534
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