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