An Aeromagnetic Compensation Coefficient-Estimating Method Robust to Geomagnetic Gradient

Most existing methods used in aeromagnetic compensation assume a constant geomagnetic field. These methods do not take into consideration the geomagnetic gradient, which can reduce the accuracy of the estimated coefficients of the Tolles-Lawson model. In practice, aside from the magnetic interference from the aircraft, a residual component of the geomagnetic field is contained in the filtered magnetic field signal. In this letter, the component of the geomagnetic field in the filtered magnetic field signal is modeled as a function of the longitude, latitude, and altitude of the aircraft. The linear equation for estimating the coefficients is then extended by combining the Tolles-Lawson model with the proposed model. Simulation results indicate that the proposed method is able to include the variance caused by the geomagnetic gradient into the Tolles-Lawson model calculation and results in a better aeromagnetic compensation.

[1]  Carlos Silvestre,et al.  Geometric Approach to Strapdown Magnetometer Calibration in Sensor Frame , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[2]  Gerardo Noriega,et al.  Performance measures in aeromagnetic compensation , 2011 .

[3]  Lin Wei,et al.  An improved c-k class estimation of the regression parameters in aircraft magnetic interference model , 2010, 2010 Second International Conference on Computational Intelligence and Natural Computing.

[4]  Paul Leliak,et al.  Identification and Evaluation of Magnetic-Field Sources of Magnetic Airborne Detector Equipped Aircraft , 1961, IRE Transactions on Aerospace and Navigational Electronics.

[5]  Hongying Liu,et al.  Aeromagnetic compensation based on truncated singular value decomposition with an improved parameter-choice algorithm , 2013, 2013 6th International Congress on Image and Signal Processing (CISP).

[6]  L. Newitt,et al.  An analytical representation of the geomagnetic field in Canada for 1975. Part II: The secular change , 1978 .

[7]  S. Bickel,et al.  Small Signal Compensation of Magnetic Fields Resulting from Aircraft Maneuvers , 1979, IEEE Transactions on Aerospace and Electronic Systems.

[8]  Brian Hamilton,et al.  The US/UK World Magnetic Model for 2010-2015 , 2010 .

[9]  Peter M. Williams,et al.  Aeromagnetic compensation using neural networks , 1993, Neural Computing & Applications.

[10]  Baogang Zhang,et al.  A simplified aeromagnetic compensation model for low magnetism UAV platform , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[11]  Gerardo Noriega,et al.  Aeromagnetic Compensation in Gradiometry—Performance, Model Stability, and Robustness , 2015, IEEE Geoscience and Remote Sensing Letters.

[12]  L. Newitt,et al.  An analytical representation of the geomagnetic field in Canada for 1975. Part I: The main field , 1977 .