Noise Reduction of the Transient Electromagnetic Weak Signal under Strong Noise based on Power Detection of EMD

被引:6
|
作者
Wang, Guo-fu [1 ]
Deng, Peng [1 ]
Zhang, Fa-Quan [1 ]
Ye, Jin-cai [1 ]
机构
[1] Gui Lin Univ Elect Technol, Dept Informat & Commun, Guilin, Peoples R China
来源
关键词
EMD decomposition; power detection; transient electromagnetic; weak signal detection;
D O I
10.4028/www.scientific.net/AMM.110-116.1606
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The method of Transient Electromagnetic(TEM) detection is widely applied to the field of coal mine and oil exploration. But since Transient Electromagnetic signal is a non-stationary, nonlinear, weak signal under the background of heavy noise, traditional method which is based on the signal superposition is only suited to the signal of the superficial layer, it can not fetch the weak signal of the deep layer. noise reduction of the transient electromagnetic weak signal under heavy noise based on power detection of EMD decomposition is presented in this paper. This method does not need prior information. Through the method, the transient electromagnetic weak signal under heavy noise is decomposed to several intrinsic mode functions. Then by power detection, the noise leading component is extracted and reduced At last the transient electromagnetic weak signal is obtained adaptively. The example of this paper show: when the received TEM signal of deep layer is -30db SNR, This method can reduce the most of noise, obtain the transient electromagnetic weak signal which contains geological information, and improve the depth and accuracy of the TEM detection.
引用
收藏
页码:1606 / 1612
页数:7
相关论文
共 50 条
  • [31] Analysis of weak signal detection based on tri-stable system under Levy noise
    He, Li-Fang
    Cui, Ying-Ying
    Zhang, Tian-Qi
    Zhang, Gang
    Song, Ying
    CHINESE PHYSICS B, 2016, 25 (06)
  • [32] Chaos-based weak sinusoidal signal detection approach under colored noise background
    Li, Y
    Yang, BJ
    Shi, YW
    ACTA PHYSICA SINICA, 2003, 52 (03) : 526 - 530
  • [33] Chaos-based weak sinusoidal signal detection approach under colored noise background
    Li, Yue
    Yang, Bao-Jun
    Shi, Yao-Wu
    Wuli Xuebao/Acta Physica Sinica, 2003, 52 (03):
  • [34] Research on Weak Leak Detection of Boiler Tubes under Strong Background Noise
    An, Lian-suo
    Tong, Peng
    Jiang, Gen-shan
    APPLICATIONS OF ENGINEERING MATERIALS, PTS 1-4, 2011, 287-290 : 2481 - 2484
  • [35] AE Signal Extraction under the Strong Noise
    Ji Changpeng
    Dai Wei
    2009 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2009), 2009, : 260 - +
  • [36] Research on the Influence of Noise to Weak Signal Detection Based on Duffing Equation
    Wu, Danhui
    Wu, Xin
    MECHATRONIC SYSTEMS AND AUTOMATION SYSTEMS, 2011, 65 : 5 - +
  • [37] Perturbing Effect of Noise in Weak Signal Detection based on Chaotic Oscillator
    Xie Tao
    Wei Xueye
    Yu Rongrong
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1-2, 2008, : 816 - 819
  • [38] Wavelet Extended EMD Noise Reduction Model for Signal Trend Extraction
    Liu Xin-xia
    Han Fu-lian
    Wang Jin-gui
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 4278 - +
  • [39] Adaptive noise reduction method based on EMD and ANC
    Research Center of Signal and Information, Dalian Navy Academy, Dalian 116018, China
    Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 2008, 5 (810-812): : 810 - 812
  • [40] Noise Reduction of Steel Cord Conveyor Belt Defect Electromagnetic Signal by Combined Use of Improved Wavelet and EMD
    Ma, Hong-Wei
    Fan, Hong-Wei
    Mao, Qing-Hua
    Zhang, Xu-Hui
    Xing, Wang
    ALGORITHMS, 2016, 9 (04)