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An Improved Geomagnetic Navigation Method Based on Two-Component Gradient Weighting
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DOI：10.1109/LGRS.2022.3213779.png)
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摘要
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During the geomagnetic vector navigation, there are three attitude angles required for coordinate transformation in the process of geomagnetic vector elements' calculation. However, the yaw angle provided by the inertial navigation system (INS) has accumulated error which is inevitable and will seriously reduce navigation accuracy. An improved geomagnetic navigation method based on two-component gradient weighting (TCGW) is proposed in this letter. The horizontal and vertical geomagnetic components can be calculated with roll angle and pitch angle based on the implicit trigonometric theorem in the process of coordinate transformation. And the gradient weights are used as the coefficients to improve the accuracy and universality. The simulations based on four typical types have been performed, and the Monte Carlo simulation results indicated that the proposed method has higher matching accuracy than traditional vector ICCP and MAGCOM method. Furthermore, airborne navigation experiments have been carried out to verify the accuracy and effectiveness of the proposed method.
Keyword:
Navigation
Magnetic field measurement
Magnetometers
Correlation
Mathematical models
Geomagnetism
Aircraft navigation
Correlation restriction with gradient weight
geomagnetic matching navigation
geomagnetic two components calculation
期刊
IF:
16.4
论文数:
1.0W
被引数:
5.1K
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