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| Global Geology 2019 22 (3): 199-208 ISSN: 1673-9736 CN: 22-1371/P |
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| Mode decomposition methods and their application in ground penetrating radar data processing |
| ZHOU Weifan1,2, ZENG Zhaofa1,2, LI Jing1,2 |
1. College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China;
2. Ministry of Land and Resources Key Laboratory of Applied Geophysics, Changchun 130026, China |
| 收稿日期 2019-06-06 修回日期 2019-07-08 网络版发布日期 null |
参考文献 An X L, Yang J J. 2016. Denoising of hydropower unit vibration signal based on variational mode decomposition and approximate entropy.Transactions of the Institute of Measurement and Control,23(12):282-292.
Bekara M, Baan M V. 2009. Random and coherent noise attenuation by empirical mode decomposition,Geophysics,74(5):89-98.
Chen L N. 2016. The study and application of GPR data processing based on CEEMD and PCA:master's degree thesis. Changchun:Jilin University.(in Chinese with English abstract)
Dragomiretskiy K, Zosso D. 2014. Variational mode decomposition,IEEE,62(3):531-543.
Feng D S, Dai Q W, Yu K. 2012. GPR signal processing under low SNR based on empirical mode decomposition.Journal of Central South University,43(2):596-604. (in Chinese with English abstract)
Feng D S, Yu K, Dai Q W. 2012. Ground penetrating radar signal enhancement and complex signal analysis based on Hilbert-Huang transform.Geophysical and Geochemical Exploration,36(6):975-980. (in Chinese with English abstract)
Han J J, Baan M V. 2013. Empirical mode decomposition for seismic time-frequency analysis.Geophysics,78(2):9-19.
Huang N E, Shen Z, Long S R,et al. 1998. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis.Proceedings Mathematical Physical & Engineering Sciences,454:903-995.
Huang N, Shen Z, Long S R.1999. A new view of nonlinear water waves:the Hilbert spectrum.Annual Review of Fluid Mechanics,31(1):417-457.
Jia R S, Zhao T B, Sun H M,et al. 2015. Micro-seismic signal denoising method based on empirical mode decomposition and independent component analysis.Chinese Journal of Geophysics,58(3):1013-1023. (in Chinese with English abstract)
Li J, Chen L N, Xia S G,et al. 2014. A complete ensemble empirical mode decomposition for GPR signal time-frequency analysis//Proceedings of SPIE-The International Society for Optical Engineering. DOI:10.1117/12.2050432
Liu W, Cao S Y, Chen Y K. 2016. Application of variational-mode decomposition for seismic time-frequency analysis,Geophysics,81(5):365-378.
Liu W, Cao S, Wang Z. 2017. Application of variational mode decomposition to seismic random noise reduction.Journal of Geophysics and Engineering,14(4):888-899.
Torres M E, Colominas M A, Schlotthauer G,et al. 2011. A complete ensemble empirical mode decomposition with adaptive noise//Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on·May 22-27, 2011.DOI:10.1109/ICASSP.2011.5947265
Wang H, Narayanan RM, Zhou Z O,et al. 2010. Micro-Doppler character analysis of moving objects using through-wall radar based on improved EEMD.Journal of Electronics & Information Technology,32(6):1355-1360. (in Chinese with English abstract)
Wu Z H, Huang N E. 2009. Ensemble empirical mode decomposition:a noise-assisted data analysis method.Advances in Adaptive Data Analysis,1(1):1-41.
Xu J C, Liu L Q, Ren Q W,et al. 2015. EEMD analysis of GPR signal in time domain.Journal of Hefei University of Technology,38(5):639-642.(in Chinese with English abstract)
XueY J, Cao J X, Wang D X,et al. 2017. Application of the variational-mode decomposition for seismic time-frequency analysis.IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing,9(8):3821-3831.
Yang Q F. 2009. The instantaneous frequency analysis of GPR data using empirical mode decomposition.Coal Geology & Exploration,37(4):63-67. (in Chinese)
Zahara E, Kao Y T, Nelder H. 2009. Mead simplex search and particle swarm optimization for constrained engineering design problems.Expert Systems with Application,36(2):3880-3886.
Zeng Z F, Liu S X, Wang Z J,et al. 2006. Ground penetrating radar method principle and application. Beijing:Science Press, 1-239.(in Chinese)
Zhang X B, Nilot E, Feng X,et al. 2018. IMF-Slices for GPR data processing using variational mode decomposition method.Remote Sensing,10(3):476. |
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| 通讯作者: ZENG Zhaofa |
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