Dual-Channel Aeromagnetic Compensation Method for Continuous and Intermittent OBE Interference

Aeromagnetic measurement is a crucial geophysical exploration method, but magnetometer measurements are often disturbed by aircraft maneuvers (AMs) and interference from onboard electronic (OBE) devices. OBE devices can be categorized into continuously operating devices and intermittently operating devices, which pose significant challenges to existing aeromagnetic compensation methods. To address this issue, this article proposes a dual-channel aeromagnetic compensation (DCAC) method. The proposed method classifies platform interference into continuous and intermittent types, constructs a Gaussian mixture model (GMM)-based switching vector to track intermittent interference states, and enables joint calibration via dual-channel optimization. First, we introduce a dual-channel interference model that separates platform interference into continuous and intermittent components based on their temporal characteristics, using a switching vector to identify the active mode of intermittent interference. Second, we propose a dual-channel coefficient calibration algorithm that employs a blockwise update strategy for calculating interference coefficients for each channel. To further enhance robustness, a frequency-response-aware compensation (FRAC) approach is introduced to mitigate transient estimation spikes caused by the time lag between abrupt current changes and delayed magnetic responses. Experiments on public datasets validate that the proposed method effectively compensates for complex magnetic interference from the flight platform. Compared to existing methods, the proposed method achieves at least a 9.47% improvement in the improvement ratio (IR).

Institutions

Publication Details

Journal
IEEE Transactions on Instrumentation and Measurement
Published
2025-01-01
DOI
https://doi.org/10.1109/tim.2025.3599271
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dual-Channel Aeromagnetic Compensation Method for Continuous and Intermittent OBE Interference

IEEE Transactions on Instrumentation and Measurement
Geochemistry and Geologic Mapping
article

Dual-Channel Aeromagnetic Compensation Method for Continuous and Intermittent OBE Interference

article en

Abstract

Aeromagnetic measurement is a crucial geophysical exploration method, but magnetometer measurements are often disturbed by aircraft maneuvers (AMs) and interference from onboard electronic (OBE) devices. OBE devices can be categorized into continuously operating devices and intermittently operating devices, which pose significant challenges to existing aeromagnetic compensation methods. To address this issue, this article proposes a dual-channel aeromagnetic compensation (DCAC) method. The proposed method classifies platform interference into continuous and intermittent types, constructs a Gaussian mixture model (GMM)-based switching vector to track intermittent interference states, and enables joint calibration via dual-channel optimization. First, we introduce a dual-channel interference model that separates platform interference into continuous and intermittent components based on their temporal characteristics, using a switching vector to identify the active mode of intermittent interference. Second, we propose a dual-channel coefficient calibration algorithm that employs a blockwise update strategy for calculating interference coefficients for each channel. To further enhance robustness, a frequency-response-aware compensation (FRAC) approach is introduced to mitigate transient estimation spikes caused by the time lag between abrupt current changes and delayed magnetic responses. Experiments on public datasets validate that the proposed method effectively compensates for complex magnetic interference from the flight platform. Compared to existing methods, the proposed method achieves at least a 9.47% improvement in the improvement ratio (IR).

IEEE Transactions on Instrumentation and MeasurementVol. 74
Harbin Institute of Technology (CN)
Openalex Percentile: Top 72%
Geochemistry and Geologic Mapping
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.