Digital Signal Processing on Optoelectronic for SHM

被引：0
|
作者：
Flores-Fuentes, W. [1 ]
Rivas-Lopez, M. [1 ]
Sergiyenko, O. [1 ]
Gonzalez-Navarro, F. [1 ]
Rivera-Castillo, J. [1 ]
Hernandez-Balbuena, D. [1 ]
机构：
[1] Autonomous Univ Baja California, Engn Inst, Mexicali, Baja California, Mexico
来源：
WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, WCECS 2013, VOL I | 2013年 / I卷
关键词：
Support Vector Machines; Power Spectrum Centroid; Energy Signal Centre; SHM;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper proposes a particular advantage of Support Vector Machine (SVM) to predict measurements errors for Accuracy Enhancement in Optical Scanning Systems, for position detection in real life application for Structural Health Monitoring (SHM) by a novel method, based on the Power Spectrum Centroid Calculation in determining the energy center of an optoelectronic signal. The Energy Signal Centre is found in the Power Spectrum Centroid and the SVM Regression Method is used as a digital rectified to increase measurement accuracy for Optical Scanning System.
引用
收藏
页码：536 / 541
页数：6
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