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Published on: June 25, 2021
Frequency Management for Electromagnetic Continuous Wave Conductivity Meters
Przemyslaw Mazurek1,2, Grzegorz Putynkowski3
1Department of Signal Processing and Multimedia Engineering, West Pomeranian University of Technology Szczecin, 26. Kwietnia St., Szczecin 71126, Poland. przemyslaw.mazurek@zut.edu.pl.
This study introduces frequency management using track-before-detect (TBD) algorithms to improve ground conductivity meter accuracy by overcoming electromagnetic interference. A novel combined ST-TBD and Viterbi TBD algorithm demonstrated superior performance in tests.
Area of Science:
- Geophysics
- Electrical Engineering
Background:
- Ground conductivity meters map geological variations using electromagnetic fields, crucial for embankment analysis.
- The Very Low Frequency (VLF) band used by these meters suffers from significant electromagnetic interference, hindering accurate conductivity determination.
- Variable interference frequencies prevent stable meter operation without adaptive frequency management.
Purpose of the Study:
- To develop and evaluate frequency management techniques for ground conductivity meters operating in interference-prone VLF bands.
- To assess the performance of various track-before-detect (TBD) algorithms for real-time interference mitigation.
- To identify the most effective TBD approach for enhancing the accuracy and reliability of ground conductivity measurements.
Main Methods:
- Comparison of naive maximum value search, spatio-temporal TBD (ST-TBD), Viterbi TBD, and a combined ST-TBD and Viterbi TBD algorithm.
- Utilized Monte Carlo simulations for numerical analysis of algorithm performance with single interference signals.
- Employed Discrete Fourier Transform (DFT) for spectrogram computation to process band data.
Main Results:
- The combined ST-TBD and Viterbi TBD algorithm exhibited the best performance in mitigating interference and improving conductivity measurement accuracy.
- Monte Carlo tests validated the effectiveness of the proposed TBD approaches.
- Analysis confirmed the feasibility of TBD algorithms for real-time applications, considering latency.
Conclusions:
- Adaptive frequency management using TBD algorithms is essential for reliable ground conductivity measurements in noisy VLF environments.
- The proposed combined ST-TBD and Viterbi TBD algorithm offers a significant advancement for interference handling.
- TBD algorithms are practical and suitable for real-time geophysical surveying applications.
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