Orthogonal matching pursuit algorithm and power line noise suppression of magnetotelluric signal

2017 3rd International Conference on Energy, Environment and Materials Science

能源学;生态环境科学;材料科学

Li, Guang^1,2 ; Tang, Jingtian^1,2

Institute of Geosciences and Info-Physics, Central South University, Changsha

410083, China^1

Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, Central South University, Ministry of Education, Changsha

410083, China^2

关键词: Apparent resistivity;    Center frequency;    Denoising methods;    Fundamental frequencies;    Load currents;    Odd harmonics;    Orthogonal matching pursuit;    Power line noise;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/94/1/012015/pdf
DOI  :  10.1088/1755-1315/94/1/012015

来源: IOP

【 摘 要 】

Power-line noise is mainly comes from power systems and has become one of the most common noises during the acquisition of magnetotelluric (MT) signal, its components including a fundamental frequency signal and a lot of odd harmonics. There are trap circuits designed in most of the acquisition instruments to separate these noise, however, the fundamental frequency of the power line noise will fluctuate with the changing of load current, but the center frequency of the trap circuits are fixed, hence the MT data are still seriously disturbed by the power line noise. To mitigate the disturbance of power line noise, a novel denoising method was proposed based on orthogonal matching pursuit (OMP) algorithm. Semisynthetic experiments and real data obtained from Lu-Zong ore-concentration district illustrate that the proposed method can effectively suppress the power line noise while remain the useful MT signal, the apparent resistivity and phase curves are greatly improved over previous.