吉林大学学报(工学版) ›› 2014, Vol. 44 ›› Issue (3): 882-887.doi: 10.13229/j.cnki.jdxbgxb201403048

• Orignal Article • Previous Articles     Next Articles

Reduction of random noise in seismic data by parallel radial-trace time-frequency peak filtering

ZHANG Jie1,2, LI Yue1   

  1. 1.College of Communication and Engineering,Jilin University,Changchun 130012,China;
    2.Editorial Board of Journal of Jilin UniversityInformation and Science Edition, Changchun 130012, China
  • Received:2013-03-15 Online:2014-03-01 Published:2014-03-01

Abstract: Traditional Time-frequency Peak Filtering (TFPF) usually causes errors at peaks and valleys of valid signal. This study proposed a parallel Radial Trace Transform (RTT)-TFPF with x-interpolation method to reduce these errors. The proposed method uses TFPF to eliminate noise after mapping seismic signals from coordinates of offset and traveltime to those of apparent velocity and traveltime, namely filtering the signals along the direction of the radial trace in the time-space domain. The effect of the different slope of radial trace on the unbiased estimation of TFPF was discussed. Simulation experiments of synthetic seismogram were carried out to compare the traditional TFPF and the RTT-TFPF with different slopes. The results show that when the selected radial traces and events are parallel or the angles between them are small, the proposed method can make the signals better meet the condition of unbiased estimation in one window length, reduce the errors of the peaks and valleys of filtered signal, and improve the property of amplitude-preservation, the SNR of the proposed method can increase about 5 dB.

Key words: information processing, radial-trace transform, time-frequency peak filtering, random noise, signal enhance

CLC Number: 

  • TN911.73
[1] Boashash B, Mesbah M. Signal enhancement by time-frequency peak filtering[J]. IEEE Transactions on Signal Processing, 2004,52(4):929-937.
[2] 金雷,李月,杨宝俊. 用时频峰值滤波方法消减地震勘探资料中随机噪声的初步研究[J]. 地球物理学进展, 2005, 20(3):724-728.
Jin Lei, Li Yue, Yang Bao-jun. Reduction of random noise for seismic data by time-frequency peak filtering[J]. Progress in Geophysics, 2005, 20(3):724-728.
[3] 林洪波,李月,潘伟. 时频峰值滤波信号增强方法在实际地震资料处理中的应用[J]. 吉林大学学报: 地球科学版, 2007, 37(5):1038-1041.
Lin Hong-bo, Li Yue, Pan Wei. Application of signal enhancement method based on time-frequency peak filteting to seismic data processing[J]. Journal of Jilin University: Earth Science Edition, 2007, 37(5):1038-1041.
[4] Lin Hong-bo, Li Yue, Yang Bao-jun. Recovery of seismic events by time-frequency peak filtering[C]∥IEEE International Conference on Image Processing, San Antonio, 2007:441-444.
[5] 李月,林红波,杨宝俊,等. 强随机噪声条件下时窗类型局部线性化对TFPF技术的影响[J]. 地球物理学,2009,52(7): 1899-1906.
Li Yue, Lin Hong-bo,Yang Bao-jun, et al. The influence of limited linearization of time window on TFPT under the strong noise background[J]. Chinese Journal of Geophysics,2009,52(7): 1899-1906.
[6] Lin Hong-bo, Li Yue, Yang Bao-jun. Varying-window-length time-frequency peak filtering and its application to seismic data[C]∥2008 International Conference on Computational Intelligence and Security, Suzhou, China, 2008: 429-432.
[7] Wu Ning, Li Yue, Yang Bao-jun. Noise attenuation for 2-d seismic data by radial-trace time-frequency peak filtering[J]. IEEE Geoscience and Remote Sensing Letters, 2011, 8(5):874-878.
[8] Lin Hong-bo, Li Yue, Ye Wen-hai. Data processing methods for time frequency peak filtering[C]∥2009 International Conference on Computer and Communications Security. Hong Kong, China, 2009: 115-118.
[9] Claerbout J F. Imaging the earth's interior[R]. Oxford, England: Black-well Scientific Publications, 1985:216-219.
[10] 余波,黄中玉,谈大龙,等. 径向道滤波法去线性干扰[J]. 石油物探, 2005,44(2):109-112.
Yu Bo, Huang Zhong-yu, Tan Da-long, et al. RT filter attenuating the linear noise[J]. Geophysical Prospecting for Petroleum, 2005, 44(2):109-112.
[11] 夏洪瑞,唐勇. 径向道技术在消除相干噪声中的应用[J]. 勘探地球物理进展,2007,30(6): 448-458.
Xia Hong-rui, Tang Yong. Application of radial trace technique in elimination of coherent noise[J]. Progress in Exploration Geophysis, 2007, 30(6): 448-458.
[12] 刘志鹏,陈小宏,李景叶. 径向道变换抑制相干噪声方法研究[J]. 地球物理学进展,2008, 23(4): 1199-1204.
Liu Zhi-peng, Chen Xiao-hong, Li Jing-ye. Study on coherent noise attenuation using radial trace transform filtering[J]. Progress in Geophysics, 2008, 23(4):1199-1204.
[13] Brown M, Claerbout J. A pseudo-unitary implementation of the radial trace transform[C]∥In Proc Soc Exploration Geophysicists, Calgary, Alberta, 2000: 2115-2118.
[14] Henley D C. Coherent noise attenuation in the radial trace domain[J]. Geophysics, 2003, 68(4): 1408-1416.
[15] Morgan B, Claerbout J. A pseudo-unitary implementation of the radial trace transform[C]∥2000 SEG Annual Meeting, Calgary, Alberta, 2000:2115-2118.
[1] YING Huan,LIU Song-hua,TANG Bo-wen,HAN Li-fang,ZHOU Liang. Efficient deterministic replay technique based on adaptive release strategy [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1917-1924.
[2] LIU Zhong-min,WANG Yang,LI Zhan-ming,HU Wen-jin. Image segmentation algorithm based on SLIC and fast nearest neighbor region merging [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1931-1937.
[3] SHAN Ze-biao,LIU Xiao-song,SHI Hong-wei,WANG Chun-yang,SHI Yao-wu. DOA tracking algorithm using dynamic compressed sensing [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1938-1944.
[4] YAO Hai-yang, WANG Hai-yan, ZHANG Zhi-chen, SHEN Xiao-hong. Reverse-joint signal detection model with double Duffing oscillator [J]. 吉林大学学报(工学版), 2018, 48(4): 1282-1290.
[5] QUAN Wei, HAO Xiao-ming, SUN Ya-dong, BAI Bao-hua, WANG Yu-ting. Development of individual objective lens for head-mounted projective display based on optical system of actual human eye [J]. 吉林大学学报(工学版), 2018, 48(4): 1291-1297.
[6] CHEN Mian-shu, SU Yue, SANG Ai-jun, LI Pei-peng. Image classification methods based on space vector model [J]. 吉林大学学报(工学版), 2018, 48(3): 943-951.
[7] CHEN Tao, CUI Yue-han, GUO Li-min. Improved algorithm of multiple signal classification for single snapshot [J]. 吉林大学学报(工学版), 2018, 48(3): 952-956.
[8] MENG Guang-wei, LI Rong-jia, WANG Xin, ZHOU Li-ming, GU Shuai. Analysis of intensity factors of interface crack in piezoelectric bimaterials [J]. 吉林大学学报(工学版), 2018, 48(2): 500-506.
[9] LIN Jin-hua, WANG Yan-jie, SUN Hong-hai. Improved feature-adaptive subdivision for Catmull-Clark surface model [J]. 吉林大学学报(工学版), 2018, 48(2): 625-632.
[10] WANG Ke, LIU Fu, KANG Bing, HUO Tong-tong, ZHOU Qiu-zhan. Bionic hypocenter localization method inspired by sand scorpion in locating preys [J]. 吉林大学学报(工学版), 2018, 48(2): 633-639.
[11] YU Hua-nan, DU Yao, GUO Shu-xu. High-precision synchronous phasor measurement based on compressed sensing [J]. 吉林大学学报(工学版), 2018, 48(1): 312-318.
[12] WANG Fang-shi, WANG Jian, LI Bing, WANG Bo. Deep attribute learning based traffic sign detection [J]. 吉林大学学报(工学版), 2018, 48(1): 319-329.
[13] LIU Dong-liang, WANG Qiu-shuang. Instantaneous velocity extraction method on NGSLM data [J]. 吉林大学学报(工学版), 2018, 48(1): 330-335.
[14] TANG Kun, SHI Rong-hua. Detection of wireless sensor network failure area based on butterfly effect signal [J]. 吉林大学学报(工学版), 2017, 47(6): 1939-1948.
[15] LI Juan, MENG Ke-xin, LI Yue, LIU Hui-li. Seismic signal noise suppression based on similarity matched Wiener filtering [J]. 吉林大学学报(工学版), 2017, 47(6): 1964-1968.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] LIU Song-shan, WANG Qing-nian, WANG Wei-hua, LIN Xin. Influence of inertial mass on damping and amplitude-frequency characteristic of regenerative suspension[J]. 吉林大学学报(工学版), 2013, 43(03): 557 -563 .
[2] CHU Liang, WANG Yan-bo, QI Fu-wei, ZHANG Yong-sheng. Control method of inlet valves for brake pressure fine regulation[J]. 吉林大学学报(工学版), 2013, 43(03): 564 -570 .
[3] LI Jing, WANG Zi-han, YU Chun-xian, HAN Zuo-yue, SUN Bo-hua. Design of control system to follow vehicle state with HIL test beach[J]. 吉林大学学报(工学版), 2013, 43(03): 577 -583 .
[4] HU Xing-jun, LI Teng-fei, WANG Jing-yu, YANG Bo, GUO Peng, LIAO Lei. Numerical simulation of the influence of rear-end panels on the wake flow field of a heavy-duty truck[J]. 吉林大学学报(工学版), 2013, 43(03): 595 -601 .
[5] WANG Tong-jian, CHEN Jin-shi, ZHAO Feng, ZHAO Qing-bo, LIU Xin-hui, YUAN Hua-shan. Mechanical-hydraulic co-simulation and experiment of full hydraulic steering systems[J]. 吉林大学学报(工学版), 2013, 43(03): 607 -612 .
[6] ZHANG Chun-qin, JIANG Gui-yan, WU Zheng-yan. Factors influencing motor vehicle travel departure time choice behavior[J]. 吉林大学学报(工学版), 2013, 43(03): 626 -632 .
[7] MA Wan-jing, XIE Han-zhou. Integrated control of main-signal and pre-signal on approach of intersection with double stop line[J]. 吉林大学学报(工学版), 2013, 43(03): 633 -639 .
[8] YU De-xin, TONG Qian, YANG Zhao-sheng, GAO Peng. Forecast model of emergency traffic evacuation time under major disaster[J]. 吉林大学学报(工学版), 2013, 43(03): 654 -658 .
[9] XIAO Yun, LEI Jun-qing, ZHANG Kun, LI Zhong-san. Fatigue stiffness degradation of prestressed concrete beam under multilevel amplitude cycle loading[J]. 吉林大学学报(工学版), 2013, 43(03): 665 -670 .
[10] XIAO Rui, DENG Zong-cai, LAN Ming-zhang, SHEN Chen-liang. Experiment research on proportions of reactive powder concrete without silica fume[J]. 吉林大学学报(工学版), 2013, 43(03): 671 -676 .