J4

• 地球物理·勘查技术 • Previous Articles     Next Articles

Study on Signal Denoising of MultiFrequency Seabed in Situ Sediment Acoustic Measurement

LI Hong-xing1,2,TAO Chun-hui2,LIU Cai1,DENG Xian-ming2,ZHOU Jian-ping2,ZHANG Jin-hui2,GU Chun-hua2,HE Yong-hua2   

  1. 1.College of GeoExploration Science and Technology, Jilin University, Changchun 130026,China;2.Second Institute of Oceanography/Key Lab of Submarine Geoscience, SOA ,Hangzhou 310012,China
  • Received:2006-11-20 Revised:1900-01-01 Online:2007-09-26 Published:2007-09-26
  • Contact: LI Hong-xing

Abstract: Multi-frequency seabed in situ sediment acoustic measurement system developed by the Second Institute of Oceanography , SOA, is the first system of same type in the country. The authors focuse on the primary results on the signal processing of the system. When contaminated by noise, the accurate identification of seabed sediment characteristics will be not easy. From the results of wavelet decomposition from measured signal, it can be found that the signal is similar to itself in different scales, which means that there is little difference in the signal and noise, leading to a hard denoising in frequency domain. Therefore, wavelet transform is applied to denoise signals of the in situ acoustic system. By wavelet method, the signal is decomposed and the wavelet coefficients are calculated. The reconstructed signal reveals true signal.

Key words: multi-frequency in situ sediment seabed acoustic measurement, wavelet transform, signal processing

CLC Number: 

  • P631.4
[1] Wang Zhiyong, Liu Guochang, Wang Zixu, Guo Yanliang, Qin Chen.

Reconstruction of Irregular Missing Data Based on Amplitude Consistency Residual Convolutional Encoder-Decoder [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(4): 1336-1350.

[2] Dong Chunfeng, Zhang Yan, Liu Xiaoqiu, Dong Hongli. Microseismic Event Recognition Method Based on Improved U-Net [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(3): 970-986.
[3] Ge Kangjian, Wang Changpeng, Zhang Chunxia, Zhang Jiangshe, Xiong Deng. Seismic Data Reconstruction Method Based on Coarse-Refine Network Model with Stepwise Training [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(4): 1396-1405.
[4] Yang Peng, Zhang Shouchuan, Guo Benli, Yang Chongjing, Feng Qiyuan, Lü Youcheng, Xie Luxi. Characteristic of Groundwater Level Dynamic Variation and the Potential Influence Factors in Different Aquifer Categories in Rizhao Area, Shandong Province [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(3): 967-979.
[5] Yan Haiyang, Zhou Hui, Liu Haibo, Xu Zhaohong, Sun Zandong, Liu Zhao, Luo Minxue. Frequency Division Compression Technology of Prestack Seismic Data Based on EZW Algorithm [J]. Journal of Jilin University(Earth Science Edition), 2023, 53(4): 1238-1238.
[6] Li Qicheng, Min Ye, He Shugeng. Discussion on Doppler Effect in Earthquakes by Wavelet Transform [J]. Journal of Jilin University(Earth Science Edition), 2021, 51(3): 909-918.
[7] Tan Xiaodi, Huang Danian, Li Lili, Ma Guoqing, Zhang Dailei. Application of Wavelet Transform Combined with Power Transform Method in Edge Detection [J]. Journal of Jilin University(Earth Science Edition), 2018, 48(2): 420-432.
[8] Zhao Li, Li Li, Dong Dawei. Basin's Sedimentary-Tectonic Wave Analysis Based on Wavelet Transform [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(4): 1227-1236.
[9] Wang Yu, Lu Wenxi, Bian Jianmin, Hou Zeyu. Comparison of Three Dynamic Models for Groundwater in Western Jilin and the Application [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(3): 886-891.
[10] Yue Bibo, Peng Zhenming, Zhang Qiheng. α-Stable Distribution Seismic Signal Characteristic Exponent Estimation [J]. Journal of Jilin University(Earth Science Edition), 2013, 43(6): 2026-2034.
[11] LI Hai-shan, WU Guo-chen, YI Xing-yao. Application of Morphological Component Analysis to Remove of Random Noise in Seismic Data [J]. J4, 2012, 42(2): 554-561.
[12] HAN Nian-long, LIU Chuang, ZHUANG Li, ZHANG Wei. Removing Thin Cloud by Combining Wavelet Transforms and Homomorphic Filter in the CBERS-02B Image [J]. J4, 2012, 42(1): 275-279.
[13] ZHANG Li-Li, LIU Si-xin, WU Jun-jun, ZHANG Zhi-xian. Layered Media Q Estimation for GPR Signal Processing and the Algorithm of Inverse Q Filtering [J]. J4, 2011, 41(1): 265-270.
[14] LEI Wen-xi, CHEN She-ming, WANG Chen-zi, LIU Lei, GU Hong-wei, LV De-quan. Variation Characteristics of Annual Precipitation in Da’an Area Based on Wavelet Transformation [J]. J4, 2010, 40(1): 121-127.
[15] ZHANG Peng, LI Xian-yong,CHEN Jian-ping. Monitoring Data Analysis of Tunnel Surrounding Rock Based on Wavelet Denoising [J]. J4, 2008, 38(6): 1010-1014.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] CHU Feng-you, SUN Guo-sheng,LI Xiao-min,MA Wei-lin, ZHAO Hong-qiao. The Growth Habit and Controlling Factors of the CobaltRich Crusts in Seamount of the Central Pacific[J]. J4, 2005, 35(03): 320 -0325 .
[2] ZHOU Li-ping, SHEN Xiang-dong, LI Xue-bin, BAI Zhong-qiang. Experiment Study of Mechanical Properties of Natual Pumice Powder Cement-Soil[J]. J4, 2009, 39(3): 492 -497 .
[3] HUANG Yu-long, WANG Pu-jun, SHAO Rui. Porosity and Permeability of Pyroclastic Rocks of the Yingcheng Formation in Songliao Basin[J]. J4, 2010, 40(2): 227 -236 .
[4] PAN Dian-qi,ZHANG Zu-pei,PAN Dian-cai,CHEN Yi-min,XU Rui. A Test Research on Longitudinal Wave Velocity of Artificial Frozen Clay Under Different Temperature and Moisture Conditions[J]. J4, 2006, 36(04): 588 -591 .
[5] FU Zhe,ZHOU Yun-xuan, LIU Dian-wei, LIU Wan-song. Design of the FeatureBased ObjectOriented Data Model and Implementation of Prototype System for a Virtual GIS[J]. J4, 2006, 36(04): 647 -652 .
[6] LU Jin-cai, LI Yu-hong, WEI Xian-yang, WEI Jian-she. Research on the Depositional Environment and Resources Potential of the Oil Shale in the Chang7 Member,Triassic Yanchang Formation in the Ordos Basin[J]. J4, 2006, 36(6): 928 -0932 .
[7] HUANG Ji-guo,HUANG Guo-xin,NIE Guang-zheng,WEI Hai-juan,LV Ai-min,WANG Xue-song. Experimental Study on the Treatment of Landfill Leachate in a TwoPhase(UBF-UASB) Anaerobic System at Mid-Temperature[J]. J4, 2007, 37(1): 144 -0147 .
[8] SUN Cai-zhi, LIU Yu-lan, YANG Jun. Research on the Ecological and Sustainable Groundwater Table Regulation in the Lower Liaohe River Plain[J]. J4, 2007, 37(2): 249 -254 .
[9] SHU Ping, QU Yan-ming, WANG Guo-jun, DING Ri-xin, AI Xing-bo,JI Xue-yan, TANG Hua-feng, BIAN Wei-hua, WANG Pu-jun. Geological features of the volcanic reservoirs of the Songliao Basin and their geophysical detection[J]. J4, 2007, 37(4): 726 -0733 .
[10] ZHAO Yu-yan, HAO Li-bo, ZHANG Zhi-li,LU Ji-long, SUN Guang-rui. Design and Realization of Metal Deposit Exploration Information System[J]. J4, 2008, 38(1): 161 -0166 .