Journal of Jilin University(Earth Science Edition) ›› 2021, Vol. 51 ›› Issue (6): 1881-1889.doi: 10.13278/j.cnki.jjuese.20200174

Previous Articles     Next Articles

Identification of Time Domain Airborne Electromagnetic Response with Pseudo-Random Binary Sequence

Zhu Kaiguang, Jing Chunyang, Fan Tianjiao, Yang Yang, Peng Cong   

  1. Key Laboratory of Geophysical Exploration Instrumentation Equipment Ministry of Education of China(Jilin University)/College of Instrumentation & Electrical Engineering, Jilin University, Changchun 130026, China
  • Received:2020-07-29 Online:2021-11-26 Published:2021-11-24
  • Supported by:
    Supported by the National Key R & D Program of China (2018YFF01013303)

Abstract: In the time domain airborne electromagnetic system, using high-frequency pseudo-random binary sequence as excitation source is an effective way to realize shallow high-resolution geological exploration. In order to improve the identification accuracy, a high-precision identification method based on time-domain cyclic correlation calculation is proposed in this paper. The impulse response of the Earth is obtained by eliminating the side lobe effect and solving the Wiener-Hoff equation in the time domain. The numerical simulation results show that the root mean square value of the relative error in identifying the Earth response is 2.2×10-7,while the identification error of the Early earth response is less than 10-10, which proves that this identification method is accurate. Further analysis shows that this high-precision identification method has strong noise suppression ability in a short observation time. The signal-to-noise ratio improved by the single-period identification method is 8.7 dB, which is better than the 6.1 dB improved by the linear superposition noise reduction method under the same conditions.

Key words: airborne electromagnetic, pseudo-random binary sequence, m-sequence, correlation calculation, accurate identification, noise suppression

CLC Number: 

  • P631
[1] 殷长春,黄威,贲放. 时间域航空电磁系统瞬变全时响应正演模拟[J]. 地球物理学报,2013,56(9):3153-3162. Yin Changchun, Huang Wei, Ben Fang. The Full-Time Electromagnetic Modeling for Time-Domain Airborne Electromagnetic Systems[J]. Chinese Journal of Geophysics, 2013, 56(9):3153-3162.
[2] Wright D, Ziolkowski A, Hall G. Improving Signal-to-Noise Ratio Using Pseudo Random Binary Sequences in Multi Transient Electromagnetic (MTEM) Data[C]//68th EAGE Conference and Exhibition. Vienna:EAGE, 2006:P065.
[3] Ziolkowski A, Wright D. Comparison of PRBS and Square-Wave Transient CSEM Data over Peon Gas Discovery, Norway[J]. SEG Technical Program Expanded Abstracts, 2011, 30(1):583-588.
[4] Ziolkowski A, Hobbs B, Wright D. Multitransient Electromagnetic Demonstration Survey in France[J]. Geophysics, 2007, 72(4):F197-F209.
[5] 汤井田,罗维斌. 基于相关辨识的逆重复m序列伪随机电磁法[J]. 地球物理学报,2008,51(4):1226-1233. Tang Jingtian, Luo Weibin. Pseudo-Random Electromagnetic Exploration Based on Invert-Repeated m-Sequence Correlation Identification[J]. Chinese Journal of Geophysics, 2008, 51(4):1226-1233.
[6] 罗维斌,李庆春,汤井田. 编码电磁测深[J]. 地球物理学报,2012,55(1):341-349. Luo Weibin, Li Qingchun, Tang Jingtian. Coded Source Electromagnetic Sounding Method[J]. Chinese Journal of Geophysics, 2012, 55(1):341-349.
[7] 齐彦福,殷长春,王若,等. 多通道瞬变电磁m序列全时正演模拟与反演[J]. 地球物理学报,2015,58(7):2566-2577. Qi Yanfu, Yin Changchun, Wang Ruo, et al. Multi-Transient EM Full-Time Forward Modeling and Inversion of m-Sequences[J]. Chinese Journal of Geophysics, 2015, 58(7):2566-2577.
[8] 武欣,薛国强,底青云,等. 伪随机编码源电磁响应的精细辨识[J]. 地球物理学报,2015,58(8):2792-2802. Wu Xin, Xue Guoqiang, Di Qingyun, et al. Accurate Identification for the Electromagnetic Impulse Response of the Earth with Pseudo Random Coded Waveforms[J]. Chinese Journal of Geophysics, 2015, 58(8):2792-2802.
[9] 王若,王妙月,底青云,等. 伪随机编码源激发下的时间域电磁信号合成[J]. 地球物理学报,2016,59(12):4414-4423. Wang Ruo, Wang Miaoyue, Di Qingyun, et al. Signal Synthesis of Time-Domain Electromagnetic Response Excited by a Pseudo Random Binary Sequence Source[J]. Chinese Journal of Geophysics, 2016, 59(12):4414-4423.
[10] 王显祥,底青云,王妙月,等. 基于m伪随机序列的电磁法抗噪能力分析[J]. 地球物理学报,2016,59(5):1861-1874. Wang Xianxiang, Di Qingyun, Wang Miaoyue, et al. A Study on the Noise Immunity of Electromagnetic Methods Based on m Pseudo-Random Sequence[J]. Chinese Journal of Geophysics, 2016, 59(5):1861-1874.
[11] 欧阳涛,底青云,薛国强,等. 利用多通道瞬变电磁法识别深部矿体:以内蒙兴安盟铅锌银矿为例[J]. 地球物理学报,2019,62(5):1981-1990. Ouyang Tao, Di Qingyun, Xue Guoqiang, et al. Identifying Deep Ore Bodies Using the Multi-Channel Transient Electromagnetic Method (MTEM):An Example of a Lead-Zinc-Silver Mine in Inner Mongolia[J]. Chinese Journal of Geophysics, 2019, 62(5):1981-1990.
[12] 陈超健,蒋奇云,莫丹,等. 基于灰色判别准则和有理函数滤波的伪随机电磁数据去噪[J]. 地球物理学报,2019,62(10):3854-3865. Chen Chaojian, Jiang Qiyun, Mo Dan, et al. De-Noising Pseudo-Random Electromagnetic Data Using Gray Judgment Criterion and Rational Function Filtering[J]. Chinese Journal of Geophysics, 2019, 62(10):3854-3865.
[13] 牛之琏. 时间域电磁法原理[M]. 长沙:中南大学出版社,2007. Niu Zhilian. Principle of Time-Domain Electromagnetic Method[M]. Changsha:Central South University Publishing House, 2007.
[14] 淳少恒,陈儒军,耿明会. 伪随机m序列及其在电法勘探中的应用进展[J]. 地球物理学进展,2014,29(1):439-446. Chun Shaoheng, Chen Rujun, Geng Minghui. Review of the Pseudo-Random m Sequence and Its Electrical Prospecting of Exploration Geophysics[J]. Progress in Geophysics, 2014, 29(1):439-446.
[15] 李白男. 伪随机信号及相关辨识[M]. 北京:科学出版社,1987. Li Bainan. Pseudo-Random Signal and Correlation Identification[M]. Beijing:Science Press, 1987.
[16] 韩雪,殷长春,任秀艳,等. 时间域航空电磁系统探测深度研究[J]. 吉林大学学报(地球科学版),2019,49(5):1448-1456. Han Xue, Yin Changchun, Ren Xiuyan, et al. Research on Exploration Depth of Time-Domain Airborne EM System[J]. Journal of Jilin University (Earth Science Edition), 2019, 49(5):1448-1456.
[17] 甄晓丹. 相关辨识的算法优化[D]. 北京:中国地质大学(北京),2018. Zhen Xiaodan. The Algorithm Optimization of Correlation Identification[D]. Beijing:China University of Geosciences (Beijing), 2018.
[18] 罗维斌,李梅,陈儒军. 相关辨识谱激电法及野外实验[J]. 地球物理学进展,2017,32(3):1393-1398. Luo Weibin, Li Mei, Chen Rujun. Induced Polarization Method Based on Circular Cross-Correlation Method and Field Experiment[J]. Progress in Geophysics, 2017, 32(3):1393-1398.
[19] Roinila T, Helin T, Vilkko M, et al. Circular Correlation Based Identification of Switching Power Converter with Uncertainty Analysis Using Fuzzy Density Approach[J]. Simulation Modelling Practice and Theory, 2009, 17(6):1043-1058.
[20] 裴易峰,殷长春,刘云鹤,等. 时间域航空电磁磁场计算与应用[J]. 地球物理学进展,2014,29(5):2191-2196. Pei Yifeng, Yin Changchun, Liu Yunhe, et al. Calculation and Application of B-Field for Time-Domain Airborne EM[J]. Progress in Geophysics, 2014, 29(5):2191-2196.
[21] 张建国,武欣,齐有政,等. 时间域编码电磁勘探方法研究[J]. 雷达学报,2014,3(2):158-165. Zhang Jianguo, Wu Xin, Qi Youzheng, et al. Investigation on Time Domain Coded Electromagnetic Exploration Method[J]. Journal of Radars, 2014, 3(2):158-165.
[1] Shao Yifei , Gong Qizhou, Xu Quan, Zhang Yue, Wang Yanzhang, Wang Shilong. 3D Forward Modeling of Time-Domain Airborne Electromagnetic Reponses in Deeply Incised Terrain Based on Octree Mesh [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(6): 2120-2131.
[2] Zhang Xinchong, Yin Changchun. Forward Modeling of Airborne Electromagnetic  Induced Polarization Effect in Time-Domain Based on Debye Model [J]. Journal of Jilin University(Earth Science Edition), 2023, 53(5): 1573-1581.
[3] Li Bang, Jiang Chuandong , Wang Yuan, Tian Baofeng, Duan Qingming, Shang Xinlei, .

Random Noise Suppression for Groundwater Magnetic Resonance Sounding Data Based on Convolutional Neural Network [J]. Journal of Jilin University(Earth Science Edition), 2022, 52(3): 775-784.

[4] Zhu Kaiguang, Wang Hao, Peng Cong, Zhang Qiong, Fan Tianjiao, Jing Chunyang. Attitude Correction of Fixed-Wing Airborne Electromagnetic Coil Based on BP Neural Network [J]. Journal of Jilin University(Earth Science Edition), 2020, 50(1): 252-260.
[5] 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.
[6] Yin Changchun, Lu Yongchao, Liu Yunhe, Zhang Bo, Qi Yanfu, Cai Jing. Multigrid Quasi-Linear Approximation for Three-Dimensional Airborne EM Forward Modeling [J]. Journal of Jilin University(Earth Science Edition), 2018, 48(1): 252-260.
[7] Zhu Kaiguang, Li Yue, Meng Yang, Wang Lingqun, Xie Bin, Cheng Yuqi. Application of Minimum Noise Fraction on Noise Removal for Airborne Electromagnetic Data [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(3): 876-883.
[8] Yin Changchun, Qiu Changkai, Liu Yunhe, Cai Jing. Weighted Laterally-Constrained Inversion of Time-Domain Airborne Electromagnetic Data [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(1): 254-261.
[9] Liu Xia, Huang Yang, Huang Jing, Duan Zhiwei. Wavelet Entropy Threshold Seismic Signal Denoising Based on Empirical Mode Decomposition (EMD) [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(1): 262-269.
[10] Zhu Kaiguang, Li Bingbing, Wang Lingqun, Xie Bin, Wang Qi, Cheng Yuqi. Conductivity-Depth Imaging of Fixed-Wing Airborne Electromagnetic Data [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(6): 1839-1845.
[11] Wang Weiping, Zeng Zhaofa, Li Jing, Wu Chengping. Topographic Effects and Correction for Frequency Airborne Electromagnetic Method [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(3): 941-951.
[12] Yin Dawei,Lin Jun,Zhu Kaiguang,Wang Yaran,Li Bingbing. Simulation Research on Coil Motion Noise Removal for Time Domain Airborne Electromagnetic Data [J]. Journal of Jilin University(Earth Science Edition), 2013, 43(5): 1639-1645.
[13] JI Yan-ju, LUAN Hui, LI Su-yi, MO Ling, WANG Yuan, XU Yang-cheng, LI Li, LIN Jun. Resolution of Full-Waveform Airborne TEM [J]. J4, 2011, 41(3): 885-891.
[14] WEN Xiao-tao, HE Zhen-hua, HUANG De-ji. Application of Wavelet Multi-Scale Product in Fracture Detection [J]. J4, 2008, 38(4): 703-0707.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] You Minxin,Liu Jianmin. Application Status and Progress of Isotopic Geochemistry in Research of Emeishan Large Igneous Province (ELIP)[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(4): 1231 -1243 .
[2] YANG Chun-mei, LI Hong-qi,LU Da-wei,ZHANG Fang-li,GAO Yuan,SHAO Ying-chao. The Relationship Between Rock Resistivity and Water Saturation in WaterDriveOil and OilDriveWater Process[J]. J4, 2005, 35(05): 667 -671 .
[3] ZHU Hong-chen,ZHANG Jiong-fei,QUAN Heng. Two Stages of Mesozoic Lithogenesis and Mineralization in Daxing’anling Mountains[J]. J4, 2005, 35(04): 436 -0442 .
[4] ZHU Jian-wei, ZHAO Gang, LIU Bo, GUO Wei, CHENG Jun. Identification Technology and It’s Application of Well-Logging About Oil Shale[J]. J4, 2012, 42(2): 289 -295 .
[5] CHEN Li, LIANG Hai-an,ZHANG Wen-juan,RONG Fan. Application of Fuzzy Mathematics in Division of Engineering Geo-Environment of Cities-An Example of Fushun City[J]. J4, 2008, 38(5): 837 -0840 .
[6] GAO Gui-mei,SU Ke,WANG Wen-ying,GAN Shu-cai,LIU Zhao-jun. Study on Rare Earth and Trace Elements in Oil Shale Samples, Huadian, Jilin Province[J]. J4, 2006, 36(6): 974 -0979 .
[7] WU Kong-yun,JIANG Zhong-cheng,YE Ye. Influence of Different Plant Communities On Erosion Rates of Limestone Rock Blocks[J]. J4, 2007, 37(5): 967 -0971 .
[8] ZHOU Yan-zhang, CHI Bao-ming, LIU Zhong-pei. Mode of Structural Control about Groundwater Pour-in Mechanism in Xiadian Gold Deposits in Shandong Province[J]. J4, 2008, 38(2): 255 -0260 .
[9] ZHANG Yuan, LIU Lian-deng,SUN Jing-gui,CHEN Guo-hua,ZHANG Hong-xi,YAN Fu-chuan, YANG Kai-chun. Two Phase Overprinting Mineralization in Huangbuling Gold Deposit in Northwestern Jiaodong Peninsula[J]. J4, 2008, 38(1): 21 -0026 .
[10] LU Cheng-peng, SHU Long-cang, YUAN Li-bo, ZHANG Rong-rong, HUANG Bi-juan, WANG Bin-bin. Determination of Hydrogeologic Parameters of Karst Aquifer Based on Tracer Test[J]. J4, 2009, 39(4): 717 -721 .