DocumentCode
1680758
Title
The design of digital filter based on improved EMD
Author
Pu, Han ; Lei, Meng ; Bao-hai, Huang ; Qin-dao, Li
Author_Institution
Sch. of Control Sci. & Eng., North China Electr. Power Univ., Baoding, China
fYear
2010
Firstpage
6744
Lastpage
6747
Abstract
It is a effective way to building a digital filter based on EMD. But it can´t get better result because of the end effect. According to the problem, SVM is used to improve EMD in the article. Firstly, proceed the border extension on the original data, and then do empirical mode decomposition, delete the extension part at last. By this way, the problem of end effect can be resolved. The simulation result proved that a good filtering effect could be got when the digital-filter based on improved EMD was used to filter the nonlinear and non-stationary signal.
Keywords
digital filters; support vector machines; EMD; SVM; border extension; digital filter; empirical mode decomposition; filtering effect; nonlinear signal; nonstationary signal; support vector machines; Conferences; Digital filters; Signal resolution; Speech processing; Support vector machines; Time series analysis; Digital-filter; EMD; SVM;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554188
Filename
5554188
Link To Document