Systems Engineering and Electronics ›› 2024, Vol. 46 ›› Issue (7): 2191-2200.doi: 10.12305/j.issn.1001-506X.2024.07.03
• Electronic Technology • Previous Articles
Gaoyang ZHAO1, Yong LIU2, Pingjie ZHU2, Bing XIANG2, Hongjuan ZHOU1,*
Received:
2023-04-14
Online:
2024-06-28
Published:
2024-07-02
Contact:
Hongjuan ZHOU
CLC Number:
Gaoyang ZHAO, Yong LIU, Pingjie ZHU, Bing XIANG, Hongjuan ZHOU. Simulation of geomagnetic anomaly of underwater vehicle based on finite element method[J]. Systems Engineering and Electronics, 2024, 46(7): 2191-2200.
Table 1
Evaluation parameters of fitting errors of Ⅰ, Ⅱ and Ⅲ models"
评价参数 | 表达式 | 模型标号 | 模型误差评价 | |||
Bx | By | Bz | B | |||
R2 | Ⅰ | 0.869 4 | 0.949 7 | 0.959 4 | 0.577 3 | |
Ⅱ | 0.970 4 | 0.994 0 | 0.990 9 | 0.987 0 | ||
Ⅲ | 0.970 9 | 0.991 4 | 0.989 8 | 0.983 8 | ||
RMSE | Ⅰ | 0.069 9 | 0.030 4 | 0.059 3 | 0.093 7 | |
Ⅱ | 0.033 3 | 0.010 5 | 0.028 0 | 0.016 4 | ||
Ⅲ | 0.033 0 | 0.012 6 | 0.029 6 | 0.018 3 | ||
RSS | Ⅰ | 49.905 1 | 9.441 2 | 35.821 5 | 89.484 5 | |
Ⅱ | 11.319 8 | 1.125 1 | 8.000 5 | 2.749 6 | ||
Ⅲ | 11.115 0 | 1.616 3 | 8.952 3 | 3.420 1 |
1 | 宋保维, 潘光, 张立川, 等. 自主水下航行器发展趋势及关键技术[J]. 中国舰船研究, 2022, 17 (5): 27- 44. |
SONG B W , PAN G , ZHANG L C , et al. Development trend and key technologies of autonomous underwater vehicles[J]. Chinese Journal of Ship Research, 2022, 17 (5): 27- 44. | |
2 | WELLER R A , LEVIN L A , GATES A R . Global observing needs in the deep ocean[J]. Frontiers in Marine Science, 2019, 6 (6): 167218016. |
3 |
WANG C , CUI Y , SONG X , et al. A novel underwater target detection method based on low-frequency magnetic signal generated by portable transmitter[J]. IEEE Sensors Journal, 2023, 23 (8): 8459- 8465.
doi: 10.1109/JSEN.2023.3253708 |
4 |
SANCHEZ P , PAPAELIAS M , MARQUEZ F . Autonomous underwater vehicles: instrumentation and measurements[J]. IEEE Instrumentation and Measurement Magazine, 2020, 23 (2): 105- 114.
doi: 10.1109/MIM.2020.9062680 |
5 | 鞠建波, 郁红波, 范赵鹏, 等. 吊放声呐扩展螺旋阵搜潜效能评估改进方法[J]. 水下无人系统学报, 2020, 28 (4): 434- 439. |
JU J B , YU H B , FAN Z P , et al. An improved method for evaluation the submarine searching effectiveness with extension spiral array of dipping sonar[J]. Journal of Unmanned Undersea Systems, 2020, 28 (4): 434- 439. | |
6 | 胡平, 顾雪峰, 刘凯, 等. 国外航空反潜装备现状及发展趋势[J]. 舰船电子工程, 2022, 42 (9): 10-12, 86. |
HU P , GU X F , LIU K , et al. Current situation and development trend of foreign aviation anti-submarine equipment[J]. Ship Electronic Engineering, 2022, 42 (9): 10-12, 86. | |
7 | BRUNOTTE X, MEUNIER G, BONGIRAUD J. Ship magnetizations modelling by finite element method[C]//Proc. of the IEEE Conference on Electromagnetic Field Computation, 1992. |
8 |
WANG J X , REN Q . A 3-D hybrid maxwell's equations finite-difference time-domain (ME-FDTD)/wave equation finite-element time-domain (WE-FETD) method[J]. IEEE Trans.on Antennas and Propagation, 2023, 71 (6): 5212- 5220.
doi: 10.1109/TAP.2023.3268732 |
9 |
CHADEBEC O , COULOMB J L , BONGIRAUD J P , et al. Recent improvements for solving inverse magnetostatic problem applied to thin shells[J]. IEEE Trans.on Magnetics, 2002, 38 (2): 1005- 1008.
doi: 10.1109/20.996258 |
10 | IOANNIDIS G . Identification of a ship or submarine from its magnetic signature[J]. IEEE Trans.on Aerospace&Electronic Systems, 1977, 13, 327- 329. |
11 |
曲晓慧, 杨日杰, 单志超. 潜艇磁场建模方法的分析与比较[J]. 舰船科学技术, 2011, 33 (3): 7- 11.
doi: 10.3404/j.issn.1672-7649.2011.03.002 |
QU X H , YANG R J , SHAN Z C . Analysis and comparison on magnetic field modeling method of submarine[J]. Ship Science and Technology, 2011, 33 (3): 7- 11.
doi: 10.3404/j.issn.1672-7649.2011.03.002 |
|
12 | 林春生. 舰船磁场深度换算中的单列椭球体和磁偶极子混合模型[J]. 水雷战与舰船防护, 1996, 1996 (3): 54- 58. |
LIN C S . Hybrid model of single-row ellipsoid and magnetic dipole in ship magnetic field depth conversion[J]. Mine Warfare & Ship Self-defence, 1996, 1996 (3): 54- 58. | |
13 |
HOFFMANN A . Spin hall effects in metals[J]. IEEE Trans.on Magnetics, 2013, 49 (10): 5172- 5193.
doi: 10.1109/TMAG.2013.2262947 |
14 |
徐杰. 基于遗传算法的潜艇三维模型及其磁场延拓方法[J]. 舰船电子工程, 2009, 29 (7): 188- 191.
doi: 10.3969/j.issn.1627-9730.2009.07.054 |
XU J . Application of genetic algorithm in continuation of magnetic field of submarines in high areas[J]. Ship Electronic Engineering, 2009, 29 (7): 188- 191.
doi: 10.3969/j.issn.1627-9730.2009.07.054 |
|
15 |
招妙妍. 基于模拟退火算法的航向实测磁场数据建模分析[J]. 舰船电子工程, 2019, 39 (9): 188- 190.
doi: 10.3969/j.issn.1672-9730.2019.09.043 |
ZHAO M Y . Modeling and analysis of directional field data based on simulated annealing algorithm[J]. Ship Electronic Engineering, 2019, 39 (9): 188- 190.
doi: 10.3969/j.issn.1672-9730.2019.09.043 |
|
16 |
NARA T , SUZUKI S , ANDO S . A closed form formula for magnetic dipole localizati-on by measurement of its magnetic field and spatial gradients[J]. IEEE Trans.on Magnetics, 2006, 42 (10): 3291- 3293.
doi: 10.1109/TMAG.2006.879151 |
17 |
QIN Y J , LI K Y , YAO C , et al. Magnetic anomaly detection using full magnetic gradient orthonormal basis function[J]. IEEE Sensors Journal, 2020, 20 (21): 12928- 12940.
doi: 10.1109/JSEN.2020.3003680 |
18 | 张志东. 磁性材料的磁结构、磁畴结构和拓扑磁结构[J]. 物理学报, 2015, 64 (6): 5- 21. |
ZHANG Z D . Magnetic structures, magnetic domains and topological magnetic textures of magnetic materials[J]. Acta Physica Sinica, 2015, 64 (6): 5- 21. | |
19 | JILES D , KIARIE W . An integrated model of magnetic hysteresis, the magnetomechanical effect, and the barkhausen effect[J]. IEEE Trans.on Magnetics, 2023, 57 (2): 1- 11. |
20 |
CHUNG H J , YANG C S , JUNG W J . A magnetic field separation technique for a scaled model ship through an earth's magnetic field simulator[J]. Journal of Magnetics, 2015, 20 (1): 62- 68.
doi: 10.4283/JMAG.2015.20.1.062 |
21 | HALGEDAH F . The dependence of magnetic domain structure upon magnetization state with emphasis upon nucleation as a mechanism for pseudo-single-domain behavior[J]. Journal of Geophysical Research, 1983, 6505- 6522. |
22 | XIN Z, XU Q, LI Q, et al. An orthonormalized basis function based narrowband filtering algorithm for magnetic anomaly detection[C]//Proc. of the International Congress on Image & Signal Processing, 2016. |
23 | 孙晓永, 张琦, 潘孟春, 等. 基于COMSOL Multiphysics的目标磁特性仿真分析[J]. 中国测试, 2017, 43 (1): 122- 126. |
SUN X Y , ZHANG Q , PAN M C , et al. Simulation analysis of the magnetic properties based on COMSOL multiphysics[J]. China Measurement&Test, 2017, 43 (1): 122- 126. | |
24 | RUBIO J D J . Stability analysis of the modified levenberg-marquardt algorithm for the artificial neural network training[J]. IEEE Trans.on Neural Networks and Learning Systems, 2020, 32 (8): 3510- 3524. |
25 | ANDREI N . Steepest descent methods[J]. Springer Optimization and its Applications, 2022, 195 (1): 81- 107. |
26 | HANSEN E R , GREENBERG R I . An interval Newton method[J]. Applied Mathematics & Computation, 1983, 12 (2/3): 89- 98. |
27 |
VASIN V V . Solving nonlinear inverse problems based on the regularized modified Gauss-Newton method[J]. Doklady Mathe- matics, 2022, 105 (3): 175- 177.
doi: 10.1134/S1064562422030103 |
28 |
GE J , WANG S Q , DONG H B , et al. Real-time detection of moving magnetic target using distributed scalar sensor based on hybrid algorithm of particle swarm optimization and Gauss-Newton method[J]. IEEE Sensors Journal, 2020, 20 (18): 10717- 10723.
doi: 10.1109/JSEN.2020.2994324 |
29 |
YANG J , ZOU J . Parameter estimation of a horizontally multilayered soil with a fast evaluation of the apparent resistivity and its derivatives[J]. IEEE Access, 2020, 8, 52652- 52662.
doi: 10.1109/ACCESS.2020.2980875 |
30 | 戴忠华, 张晓兵, 周穗华. 舰船磁场磁偶极子阵列模型的适用性研究[J]. 武汉理工大学学报, 2020, 42 (4): 99- 104. |
DAI Z H , ZHANG X B , ZHOU S H . Applicability of magnetic dipole array model for ship magnetic field[J]. Journal of Wuhan University of Technology, 2020, 42 (4): 99- 104. |
[1] | Huanghuang JIN, Zhihong ZHUANG, Mengyin FU, Jian GUO, Hongbo WANG. Modeling method using simplest multiple magnetic dipoles equivalence [J]. Systems Engineering and Electronics, 2021, 43(8): 2066-2075. |
[2] | CHEN Lijuan, DU Jianli, CHEN Junyu. Bayesian filtering estimation approach based on finite element method [J]. Systems Engineering and Electronics, 2017, 39(10): 2305-2311. |
[3] | XIONG Xiong, YANG Rijie, SHEN Yang. Search probability evaluation model of airborne magnetic anomaly detection based on equivalent average sweep width [J]. Systems Engineering and Electronics, 2014, 36(3): 487-493. |
[4] | SHENG Yijun,JIA Huiliang,CHEN Rushan. Analysis of electromagnetic scattering by non-conforming domain decomposition method [J]. Journal of Systems Engineering and Electronics, 2010, 32(10): 2111-2115. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||