Real-Time Tracking Method for a Magnetic Target Using Total Geomagnetic Field Intensity

被引:13
作者
Fan, Liming [1 ,2 ]
Kang, Chong [1 ]
Zhang, Xiaojun [1 ]
Wan, Shengwei [1 ]
机构
[1] Harbin Engn Univ, Geomagnet Sensing & Applicat Lab, Harbin 150001, Peoples R China
[2] Harbin Engn Univ, Coll Mech & Elect Engn, Harbin 150001, Peoples R China
关键词
Magnetic dipole; real-time tracking; magnetometer sensor array; IPSO algorithm; LOCALIZATION; DIPOLE; SYSTEM;
D O I
10.1007/s00024-016-1247-6
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We propose an efficient and effective method for real-time tracking a long-range magnetic target using total geomagnetic field intensity. This method is based on a scalar magnetometer sensor array and an improved particle swarm optimization algorithm. Due to the effect of the geomagnetic field variations, the detection distance range of the method based on the gradient tensor is short. To increase the detection range, the geomagnetic field variations must be eliminated in the method. In this paper, the geomagnetic quasi-gradient calculated from total geomagnetic field intensity in the sensor array is used. We design a sensor array with five magnetometers and use the geomagnetic quasi-gradient to eliminate the geomagnetic field variations. The improved particle swarm optimization (IPSO) algorithm, which minimizes the errors of total geomagnetic field values between measurements and calculations, is applied in this real-time tracking method to track a long-range magnetic target position. The detailed principle of the method and the steps of the IPSO algorithm are described in detail. The method is validated with a numerical simulation. The results show that the average relative error of position is less than 2 % and the execution time is less than 1.5 s.
引用
收藏
页码:2065 / 2071
页数:7
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