Wang Weilin, Li Keyan, Yang Zhihao, Chen Jun, Miao Linliang, Ouyang Jun, Yang Xiaofei
School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China.
Sensors (Basel). 2022 May 10;22(10):3642. doi: 10.3390/s22103642.
To achieve high-precision vector measurement values in a geomagnetic field, it is necessary to develop methods for overcoming alternating magnetic interference (AMI), which is generated by electrical equipment. This paper proposes the adaptive alternating magnetic interference suppression (AAIS) algorithm. In this algorithm, first, only a triaxial fluxgate sensor measures the magnetic field data. The time-frequency diagram of the total magnetic field is obtained quickly through short-time Fourier transform and wavelet transform. Additionally, the time and frequency of AMI appearance are analyzed. Then, the triaxial adaptive notch filter suppresses the three-component related magnetic interference. Herein, simulation and actual experiments are performed to verify the effectiveness of AAIS. The results indicate that the algorithm can quickly detect the frequencies of AMI from the total magnetic field and adaptively fit their amplitude and phase on the vector magnetic field. Finally, AAIS can suppress the interference effectively. The AAIS algorithm realizes error compensation for the vector measurement values by the total magnetic field, which effectively improves the vector measurement accuracy of the geomagnetic field. We highlight that the AAIS algorithm is effective for AMIs of different frequencies, numbers, and intensities without reference sensors. Our work has practical implications in airborne, vehicle-mounted, and shipborne geomagnetic vector detection.
为了在地磁场中获得高精度的矢量测量值,有必要开发克服由电气设备产生的交变磁干扰(AMI)的方法。本文提出了自适应交变磁干扰抑制(AAIS)算法。在该算法中,首先,仅用一个三轴磁通门传感器测量磁场数据。通过短时傅里叶变换和小波变换快速获得总磁场的时频图。此外,分析了AMI出现的时间和频率。然后,三轴自适应陷波滤波器抑制三分量相关的磁干扰。在此进行了仿真和实际实验以验证AAIS的有效性。结果表明,该算法能够快速从总磁场中检测出AMI的频率,并在矢量磁场上自适应地拟合其幅度和相位。最后,AAIS能够有效地抑制干扰。AAIS算法通过总磁场实现了对矢量测量值的误差补偿,有效提高了地磁场矢量测量精度。我们强调,AAIS算法对于不同频率、数量和强度的AMI在无需参考传感器的情况下是有效的。我们的工作在机载、车载和舰载地磁场矢量探测方面具有实际意义。