DocumentCode
2315845
Title
The instantaneous frequency extraction of GPR B-scan data based on HHT method
Author
Gan, Lu ; Zhou, Long ; You, Xinge ; Xiao, Juan
Author_Institution
Electr. Inf. Eng. Dept., Wuhan Ploytechnic Univ., Wuhan, China
Volume
3
fYear
2012
fDate
15-17 July 2012
Firstpage
982
Lastpage
985
Abstract
The instantaneous frequency is an important feature of GPR image and signal. However, the traditional method either cannot realize the instantaneous frequency extraction in real sense or can only apply for narrow-band signal. The HHT method can extract intrinsic model function (IMF), and then combines Hilbert transfer to get the instantaneous frequency which can represent the time-varying frequency of the non-linear and non-stationary signal. In this article, the experiment is tested on B-scan GPR data, the result shows that the instantaneous frequency based on HHT can effectively represent the object and avoid the directive wave.
Keywords
Hilbert transforms; feature extraction; ground penetrating radar; image representation; radar imaging; GPR B-scan data; GPR image feature; GPR signal feature; HHT method; Hilbert transfer; IMF extraction; directive wave; instantaneous frequency extraction; intrinsic model function extraction; narrow-band signal; nonlinear signal; nonstationary signal; time-varying frequency; Abstracts; Ground penetrating radar; Process control; Wavelet transforms; EMD; GPR; HHT; IMF; Instantaneous frequency;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6359487
Filename
6359487
Link To Document