DocumentCode
3411038
Title
Research on Vibration Signal Filtering Based on Wavelet Multi-resolution Analysis
Author
Meng, Xiangzhong ; Ni, Jinping ; Zhu, Yanbo
Author_Institution
Sch. of Optoelectron. Eng., Xi´´an Technol. Univ., Xi´´an, China
Volume
2
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
115
Lastpage
118
Abstract
It is very important to enhance the real-timeliness of vibration active control system, and the efficiency and effectiveness of vibration signal filtering is the one of the important factors to the real-timeliness. Multi-resolution wavelet analysis of vibration signals filtering is appropriate. Based on the theory of wavelet multi-resolution analysis, adopted Mallat signal decomposition and reconstruction algorithm, selected Db6 wavelet function, multi-resolution decomposed the vibration signal with scale 5, processed the high frequency signal according to the compliably filter method, reconstructed the vibration signal, and successfully realized to the vibration signal filtering. Emulated with the vibration signal of rotor experiment platform as an example, filtering processed the signal, and the effect of signal filter was very obviously. It is shown that the method of wavelet multi-resolution analysis is very suitable for the analysis of vibration signal, reduced the calculation work, enhanced the calculation efficiency, and easy to the vibration active control real-time process.
Keywords
filtering theory; signal reconstruction; signal resolution; vibration control; wavelet transforms; Mallat signal decomposition; db6 wavelet function; high frequency signal; signal reconstruction; vibration active control system; vibration signal filtering; wavelet multiresolution analysis; Filtering theory; Low pass filters; Signal resolution; Time frequency analysis; Vibrations; Wavelet analysis; decomposition and reconstruction; signal filtering; vibration signal; wavelet multi-resolution analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.147
Filename
5656280
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