Aeromagnetic Compensation Algorithm Robust to Outliers of Magnetic Sensor Based on Huber Loss Method
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2019.2907398
Abstract: The outliers of the magnetic sensor that are inevitable in special aeromagnetic surveys reduce the robustness of ordinary least-squares (OLS), which are widely used for aeromagnetic compensation. To address this problem, we propose an aeromagnetic… read more here.
Keywords: magnetic sensor; outliers magnetic; compensation algorithm; method ... See more keywords
Uncertainty Estimation in the Neural Model for Aeromagnetic Compensation
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2018.2864239
Abstract: Measuring the performance of an aeromagnetic compensation system is usually difficult. The standard deviation of the signal has been used as an index in the industry. While the standard deviation is drawn from frequency statistics,… read more here.
Keywords: neural model; aeromagnetic compensation; model; standard deviation ... See more keywords
An Online Evolutionary Aeromagnetic Compensation Method Using Woodbury Equation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3265695
Abstract: Aeromagnetic compensation is important in aeromagnetic detection. Traditionally, a calibration flight would be implemented to estimate the interference model. However, the magnetic interference is not constant during the mission flight, which makes the interference model… read more here.
Keywords: evolutionary aeromagnetic; compensation method; compensation; interference ... See more keywords