A Method for Time-Frequency-Domain Electromagnetic Transmitting Waveforms Synthesis Based on Particle Swarm Optimization

In the field of electromagnetic transmitting for geological exploration, PWM waves containing multiple harmonics are often output from an inverter bridge to the ground or ocean. Currently, Time-Frequency-Domain electromagnetic (TFEM) is a novel detection technique. This paper utilizes Particle Swarm Optimization (PSO) to compute the output waveform with energy concentrated in specific harmonics, and a controller is used to control the inverter bridge output the time-frequency-domain electromagnetic waveform. The main steps include performing a Fourier expansion of the designed time-frequency-domain waveform, setting an objective function, and optimizing it using PSO to find the optimal switching angles. The time-frequency-domain waveform calculated by PSO enables amplitude-equal output of specific harmonics, improving detection efficiency and reducing the time for exploration in fieldwork.

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Publication Details

Published
2025-07-25
DOI
https://doi.org/10.1109/aceee66257.2025.11148627
Primary Topic
Geophysical Methods and Applications
Type
article
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A Method for Time-Frequency-Domain Electromagnetic Transmitting Waveforms Synthesis Based on Particle Swarm Optimization

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Geophysical Methods and Applications
article

A Method for Time-Frequency-Domain Electromagnetic Transmitting Waveforms Synthesis Based on Particle Swarm Optimization

Yuyan Han, Fengdao Zhou, Junxin Liu, Caitang Sun, Jinglin Wang
article en

Abstract

In the field of electromagnetic transmitting for geological exploration, PWM waves containing multiple harmonics are often output from an inverter bridge to the ground or ocean. Currently, Time-Frequency-Domain electromagnetic (TFEM) is a novel detection technique. This paper utilizes Particle Swarm Optimization (PSO) to compute the output waveform with energy concentrated in specific harmonics, and a controller is used to control the inverter bridge output the time-frequency-domain electromagnetic waveform. The main steps include performing a Fourier expansion of the designed time-frequency-domain waveform, setting an objective function, and optimizing it using PSO to find the optimal switching angles. The time-frequency-domain waveform calculated by PSO enables amplitude-equal output of specific harmonics, improving detection efficiency and reducing the time for exploration in fieldwork.

Jilin University (CN)
Openalex Percentile: Top 70%
Geophysical Methods and Applications
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