A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor
The existing magnetic target localization methods are greatly affected by the geomagnetic field and exist approximation errors. In this paper, a two-point magnetic gradient tensor localization model is established by using the spatial relation between the magnetic target and the observation points d...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-11-01
|
| Series: | Remote Sensing |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2072-4292/14/23/6088 |
| _version_ | 1797462171401060352 |
|---|---|
| author | Gaigai Liu Yingzi Zhang Chen Wang Qiang Li Fei Li Wenyi Liu |
| author_facet | Gaigai Liu Yingzi Zhang Chen Wang Qiang Li Fei Li Wenyi Liu |
| author_sort | Gaigai Liu |
| collection | DOAJ |
| description | The existing magnetic target localization methods are greatly affected by the geomagnetic field and exist approximation errors. In this paper, a two-point magnetic gradient tensor localization model is established by using the spatial relation between the magnetic target and the observation points derived from magnetic gradient tensor and tensor invariants. Based on the model, the equations relating to the position vector of magnetic target are constructed. Solving the equations, a new magnetic target localization method using only a two-point magnetic gradient tensor and no approximation errors is achieved. To accurately evaluate the localization accuracy of the method, a circular trajectory that varies in all three directions is proposed. Simulation results show that the proposed method is almost error-free in the absence of noise. After adding noise, the maximum relative error percentage is reduced by 28.4% and 2.21% compared with the single-point method and the other two-point method, respectively. Furthermore, the proposed method is not affected by the variation in the distance between two observation points. At a detection distance of 20 m, the maximum localization error is 1.86 m. In addition, the experiments also verify that the new method can avoid the influence of the geomagnetic field and the variation in the distance, and achieve high localization accuracy. The average relative error percentage in the y-direction is as low as 3.78%. |
| first_indexed | 2024-03-09T17:33:40Z |
| format | Article |
| id | doaj.art-4747d647e3b64de88fd5fd82b57eb6f6 |
| institution | Directory Open Access Journal |
| issn | 2072-4292 |
| language | English |
| last_indexed | 2024-03-09T17:33:40Z |
| publishDate | 2022-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Remote Sensing |
| spelling | doaj.art-4747d647e3b64de88fd5fd82b57eb6f62023-11-24T12:05:35ZengMDPI AGRemote Sensing2072-42922022-11-011423608810.3390/rs14236088A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient TensorGaigai Liu0Yingzi Zhang1Chen Wang2Qiang Li3Fei Li4Wenyi Liu5Key Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaKey Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaKey Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaKey Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaKey Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaKey Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, ChinaThe existing magnetic target localization methods are greatly affected by the geomagnetic field and exist approximation errors. In this paper, a two-point magnetic gradient tensor localization model is established by using the spatial relation between the magnetic target and the observation points derived from magnetic gradient tensor and tensor invariants. Based on the model, the equations relating to the position vector of magnetic target are constructed. Solving the equations, a new magnetic target localization method using only a two-point magnetic gradient tensor and no approximation errors is achieved. To accurately evaluate the localization accuracy of the method, a circular trajectory that varies in all three directions is proposed. Simulation results show that the proposed method is almost error-free in the absence of noise. After adding noise, the maximum relative error percentage is reduced by 28.4% and 2.21% compared with the single-point method and the other two-point method, respectively. Furthermore, the proposed method is not affected by the variation in the distance between two observation points. At a detection distance of 20 m, the maximum localization error is 1.86 m. In addition, the experiments also verify that the new method can avoid the influence of the geomagnetic field and the variation in the distance, and achieve high localization accuracy. The average relative error percentage in the y-direction is as low as 3.78%.https://www.mdpi.com/2072-4292/14/23/6088magnetic anomaly detectionmagnetic dipoletwo-point localizationmagnetic gradient tensortensor invariants |
| spellingShingle | Gaigai Liu Yingzi Zhang Chen Wang Qiang Li Fei Li Wenyi Liu A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor Remote Sensing magnetic anomaly detection magnetic dipole two-point localization magnetic gradient tensor tensor invariants |
| title | A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor |
| title_full | A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor |
| title_fullStr | A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor |
| title_full_unstemmed | A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor |
| title_short | A New Magnetic Target Localization Method Based on Two-Point Magnetic Gradient Tensor |
| title_sort | new magnetic target localization method based on two point magnetic gradient tensor |
| topic | magnetic anomaly detection magnetic dipole two-point localization magnetic gradient tensor tensor invariants |
| url | https://www.mdpi.com/2072-4292/14/23/6088 |
| work_keys_str_mv | AT gaigailiu anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT yingzizhang anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT chenwang anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT qiangli anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT feili anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT wenyiliu anewmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT gaigailiu newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT yingzizhang newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT chenwang newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT qiangli newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT feili newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor AT wenyiliu newmagnetictargetlocalizationmethodbasedontwopointmagneticgradienttensor |