DocumentCode :
3540601
Title :
Reducing measurement noise in rock bolts detecting
Author :
Cheng, Jiulong ; Sun, Xiaoyun ; Liu, Donghui ; Bian, Jianpeng ; Zou, D. H Steve
Author_Institution :
State Key Lab. of Coal Resources & Safe Min., China Univ. of Min. & Technol., Beijing, China
fYear :
2009
fDate :
16-19 Aug. 2009
Abstract :
For nonstationary signal in rock bolts detecting, an effective denoise method based on Hilbert-Huang transform is presented, and a few key questions using HHT method are discussed. At first, by empirical mode decomposition (EMD) algorithm, a sum of intrinsic mode functions (IMF) are got, and then, the IMF coefficients in useful signal dominative layer are proceeded using soft threshold method, at last, those IMF coefficients are reconstructed. Compared with the traditional wavelet transform, the HHT method is better to remove measurement noise.
Keywords :
Hilbert transforms; fasteners; signal denoising; Hilbert-Huang transform; empirical mode decomposition algorithm; intrinsic mode functions; measurement noise reduction; rock bolt detection; soft threshold method; wavelet transform; Acoustic reflection; Fasteners; Fourier transforms; Frequency; Noise measurement; Noise reduction; Signal analysis; Signal processing; Signal processing algorithms; Wavelet transforms; HHT method; Hilbert-Huang transform; IMF coefficients;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
Type :
conf
DOI :
10.1109/ICEMI.2009.5274025
Filename :
5274025
Link To Document :
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