DocumentCode :
469046
Title :
Ridgelet transform with application in ground penetrating radar processing
Author :
Zhang, Zhi-yu ; Zhang, Jiu-long ; Yu, Hai-yan ; Lu, Yan-jun
Author_Institution :
Xi´´an Univ. of Technol., Xi´´an
Volume :
3
fYear :
2007
fDate :
2-4 Nov. 2007
Firstpage :
1054
Lastpage :
1059
Abstract :
Ridgelet is the new development of wavelet dealing with line singularities in signals. In goundpenetrating radar (GPR) signal, the direct wave is a strong noise which has line singularity. In time-space domain, the useful information in GPR signal is badly polluted by strong direct wave so that the underground targets can not be recognized correctly. Ridgelet overcomes the disadvantages of wavelets in dealing with high dimensions that it can effectively represent singularities along lines or hyperplanes. Concerning the characteristics of GPR signals, the ridgelet transform is employed to remove the background noise and separate the direct wave. The simulation results for real GPR signals demonstrate its effectiveness.
Keywords :
ground penetrating radar; radar signal processing; wavelet transforms; ground penetrating radar signal processing; line singularity; ridgelet wavelet transform; time-space domain; Continuous wavelet transforms; Ground penetrating radar; Noise reduction; Notice of Violation; Pattern analysis; Pattern recognition; Pollution; Signal processing; Wavelet analysis; Wavelet transforms; Background noise; Clutter Reduction; Ground Penetrating Radar(GPR); Ridgelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1065-1
Electronic_ISBN :
978-1-4244-1066-8
Type :
conf
DOI :
10.1109/ICWAPR.2007.4421588
Filename :
4421588
Link To Document :
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