DocumentCode
3080859
Title
Research on Noise-Eliminating Method for Large Structure Vibration Signals Based on the Prony Algorithm
Author
Guang, Tian ; Gui-Bo, Yu ; Ya-Fei, Ma ; Li-Wei, Tang ; Hai-Qi, Zheng
Author_Institution
Dept. of Guns Eng., Ordnance Eng. Coll., Shijiazhuang, China
fYear
2010
fDate
17-19 Sept. 2010
Firstpage
521
Lastpage
524
Abstract
Based on the purpose of eliminating the background noise from the large structure vibration response signals which generated by hammer excitation, through analyzing the reason of background noise and the features of vibration signals, a noise eliminating method based on Prony algorithm is presented. Firstly, using the summation of a set of cosine attenuation signals to fit the original signal, compute the parameters of cosine attenuation signals, then identified the background noise and constructed its expression, and eliminated it at last. In this paper, through the processing of the simulation signals and practical signals by using the traditional Prony algorithm and improved Prony algorithm separately, the effectivity of the two algorithms are verified. And the comparison results of the two algorithms shows that the improved Prony algorithm is more effective.
Keywords
interference suppression; signal denoising; vibrations; Prony algorithm; hammer excitation; large structure vibration signal; noise elimination method; Algorithm design and analysis; Analytical models; Attenuation; Computational modeling; Fitting; Noise; Noise measurement; Prony algorithm; background noise; fitting; hammer excitation; noise-eliminating;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing Signal Processing and Applications (PCSPA), 2010 First International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-8043-2
Electronic_ISBN
978-0-7695-4180-8
Type
conf
DOI
10.1109/PCSPA.2010.131
Filename
5635532
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