Semiconductor Optoelectronics, Volume. 46, Issue 4, 734(2025)
Stepped-Frequency Continuous-Wave Ground-Penetrating Radar Denoising Method Based on Variational Mode Decomposition Algorithm
[9] [9] Huang N E. Computer implicated empirical mode decomposition method, apparatus, and articale of manufacture[P]. U. S. Patent, 6, 311, 130. 1996.
[10] [10] Ghasempour R, Azamathulla H M, Roushangar K. EEMD-and VMD-based hybrid GPR models for river streamflow point and interval predictions[J]. Water Supply, 2021, 21(7): 3960-3975.
[11] [11] Dragomiretskiy K, Zosso D. Variational mode decomposition[J]. IEEE Transactions on Signal Processing, 2014, 62(3): 531-544.
[12] [12] Zhao S, Wu Y, Jiang X, et al. Weak signal detection in chaotic noise background- based on VMD-EEMD and self-attention mechanisms[J]. Journal of Physics: Conference Series, 2024, 2851: 012015.
[13] [13] Lu Q, Guo S, Zeng Z, et al. Application of variational mode decomposition in GPR detection of oil contaminated soil[J]. Journal of Physics: Conference Series, 2023, 2651(1): 012035.
[15] [15] Cao W, Li C, Li Z, et al. Research on low-resistance grounding fault line selection based on VMD with PE and K-means clustering algorithm[J]. Mathematical Problems in Engineering, 2022, 2022(1): 5360302.
[17] [17] Pichler K, Klaffenbck M A, Mayer J, et al. Improved univariate EMD-based oscillation detection by evaluation of IMF properties and Welch power spectra[C]//2022 IEEE 31st International Symposium on Industrial Electronics, 2022: 123-128.
[18] [18] Karna A, Gibert K. Automatic identification of the number of clusters in hierarchical clustering[J]. Neural Computing and Applications, 2022, 34(1): 119-134.
Get Citation
Copy Citation Text
YAO Pan, LIU Baojun, LI Baoguo, CHENG Maosen. Stepped-Frequency Continuous-Wave Ground-Penetrating Radar Denoising Method Based on Variational Mode Decomposition Algorithm[J]. Semiconductor Optoelectronics, 2025, 46(4): 734
Category:
Received: Jul. 1, 2025
Accepted: Sep. 18, 2025
Published Online: Sep. 18, 2025
The Author Email: