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
  • [1] Weak Signal Detection Method under the Strong Noise Background
    Zhang Rongbiao
    Chu Fuhuan
    Ran Li
    Guo Jianguang
    [J]. PROCEEDINGS OF THE 2011 INTERNATIONAL CONFERENCE ON INFORMATICS, CYBERNETICS, AND COMPUTER ENGINEERING (ICCE2011), VOL 1: INTELLIGENT CONTROL AND NETWORK COMMUNICATION, 2011, 110 (01): : 417 - 425
  • [2] Detection of Weak Impulse Signal Under Strong Noise Background
    Liu, Yunjiang
    Wang, Fuzhong
    Liu, Lu
    [J]. Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2019, 39 (01): : 168 - 175
  • [3] Weak Signal Detection Method Under the Strong Noise Background
    Zhang Rongbiao
    Chu Fuhuan
    Ran Li
    Guo Jianguang
    [J]. 2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL I, 2010, : 450 - 453
  • [4] EMD-Based Signal Noise Reduction
    Boudraa, A. O.
    Cexus, J. C.
    Saidi, Z.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 2, 2005, 2 : 93 - 96
  • [5] Weak ultrasonic signal detection in strong noise
    Wang Da-Wei
    Wang Zhao-Ba
    [J]. ACTA PHYSICA SINICA, 2018, 67 (21)
  • [6] Detection of weak signal in strong noise based on NBS chaos system
    Wang, LinZe
    Gao, YanFeng
    [J]. PEEA 2011, 2011, 23
  • [7] Speech signal noise reduction by EMD
    Khaldi, Kais
    Boudraa, Abdel-Ouahab
    Bouchikhi, Abdelkhalek
    Alouane, Monia Turki-Hadj
    Diop, Ei-Hadji Samba
    [J]. 2008 3RD INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING, VOLS 1-3, 2008, : 1155 - +
  • [8] Noise Reduction Method of Transient Electromagnetic Signal Based on VMD-ICA
    Wang, Guangjun
    Wang, Zhaohui
    Jiang, Hui
    Cui, Lan
    Ding, Chengxiang
    Qi, Xinzhao
    Cheng, Yutao
    [J]. 2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 3132 - 3137
  • [9] Minimax signal detection under weak noise assumptions
    Marteau C.
    Sapatinas T.
    [J]. Mathematical Methods of Statistics, 2017, 26 (4) : 282 - 298
  • [10] A TEM Based weak Signal Extraction Method of MRS Under Strong Noise in Tunnel
    Zhao, Wei
    Liu, Wentao
    Li, Xiu
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ENGINEERING GEOPHYSICS (ICEEG) & SUMMIT FORUM OF CHINESE ACADEMY OF ENGINEERING ON ENGINEERING SCIENCE AND TECHNOLOGY, 2016, 71 : 42 - 44