An Improved Motion Compensation Algorithm Based on Discriminant Analysis

被引：0
|
作者：
Song, Dalei [1 ]
Su, Zhaolong [1 ]
Wang, Yongfang [2 ]
Chen, Liping [1 ]
机构：
[1] Ocean Univ China, Coll Engn, Qingdao 266003, Peoples R China
[2] Ocean Univ China, Coll Informat Sci & Engn, Qingdao 266003, Peoples R China
来源：
ADVANCES IN APPLIED SCIENCES AND MANUFACTURING, PTS 1 AND 2 | 2014年 / 850-851卷
关键词：
turbulence; three-axis accelerometer; discriminant analysis; cross validation method;
D O I：
10.4028/www.scientific.net/AMR.850-851.918
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Considering the problem that vibration signals which are generated by three-axis accelerations will impact turbulence signal, an improved motion compensation algorithm based on discriminant analysis is proposed. The characteristics of three axis acceleration signals are got by using cross validation discriminant analysis method to test the performance of de-noising among different filtering orders which are got by three-axis accelerations vibration signals. Finally the discriminant function is found to get the optimal filter order. The results of simulation and real sea experiment data statistical analysis shows that the algorithm improves the de-noising performance and can be better applied to ocean turbulence signal de-noising processing.
引用
收藏
页码：918 / +
页数：2
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