MicEMD: Open-source toolbox for electromagnetic modeling, inversion, and classification in underground metal target detection

被引：0

作者：

Wang, Xiaofen ^{[1
]}

Shi, Haodong ^{[1
]}

Zhang, Xiaotong ^{[1
]}

Wan, Yadong ^{[1
]}

Wang, Peng ^{[2
]}

机构：

[1] Univ Sci & Technol, Sch Comp & Commun Engn, Beijing, Peoples R China

[2] China Unicorn Smart City Res Inst, Beijing, Peoples R China

来源：

SOFTWAREX | 2024年 / 27卷

关键词：

Open-source; Underground metal target detection; Inversion; Classification; Electromagnetic induction (EMI); Extensibility; DIMENSIONALITY REDUCTION; IDENTIFICATION;

D O I：

10.1016/j.softx.2024.101812

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

The development and improvement of electromagnetic underground metal target detection methods can be implemented by a framework that is experimental supporting, modular, and extensible. In this paper, we organize the components of electromagnetic underground metal target detection in a comprehensive, modular, and extensible framework. Furthermore, we present an open-source toolbox in Python called MicEMD (Modeling, Inversion, and Classification in ElectroMagnetic Detection, https://github.com/UndergroundDetection/ MICEMD). The graphical user interface (GUI) and the library with a Python application programming interface (API) are contained in MicEMD. Included in MicEMD are staggered frequency-domain and time-domain electromagnetic forward modeling, least-squares inversion, and data-based classification methods at present. MicEMD's capabilities are presented by two synthetic case studies. The first example shows the application of frequency-domain inversion. The second example shows the application of time-domain classification. It is anticipated that MicEMD offers a flexible tool in electromagnetic underground metal target detection.

引用

页数：8

共 42 条

[11]

Feller J., 2000, P 21 INT C INFORM SY, P58

[12] A Man-Portable Vector Sensor for Identification of Unexploded Ordnance [J].

Fernandez, Juan Pablo ;

Barrowes, Benjamin E. ;

Grzegorczyk, Tomasz M. ;

Lhomme, Nicolas ;

O'Neill, Kevin ;

Shubitidze, Fridon .

IEEE SENSORS JOURNAL, 2011, 11 (10) :2542-2555

[13] MPV-II: an enhanced vector man-portable EMI sensor for UXO identification [J].

Fernandez, Juan Pablo ;

Barrowes, Benjamin ;

Bijamov, Alex ;

Grzegorczyk, Tomasz ;

Lhomme, Nicolas ;

O'Neill, Kevin ;

Shamatava, Irma ;

Shubitidze, Fridon .

DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XVI, 2011, 8017

[14] A framework for simulation and inversion in electromagnetics [J].

Heagy, Lindsey J. ;

Cockett, Rowan ;

Kang, Seogi ;

Rosenkjaer, Gudni K. ;

Oldenburg, Douglas W. .

COMPUTERS & GEOSCIENCES, 2017, 107 :1-19

[15] A Hybrid Method for UXO vs. Non-UXO Discrimination [J].

Kappler, Karl N. ;

Gasperikova, Erika .

JOURNAL OF ENVIRONMENTAL AND ENGINEERING GEOPHYSICS, 2011, 16 (04) :177-189

[16] ModEM: A modular system for inversion of electromagnetic geophysical data [J].

Kelbert, Anna ;

Meqbel, Naser ;

Egbert, Gary D. ;

Tandon, Kush .

COMPUTERS & GEOSCIENCES, 2014, 66 :40-53

[17] A new algorithm for redundancy minimisation in geo-environmental data [J].

Laib, Mohamed ;

Kanevski, Mikhail .

COMPUTERS & GEOSCIENCES, 2019, 133

[18] Locating Underground Pipe Using Wideband Chaotic Ground Penetrating Radar [J].

Li, Jingxia ;

Guo, Tian ;

Leung, Henry ;

Xu, Hang ;

Liu, Li ;

Wang, Bingjie ;

Liu, Yang .

SENSORS, 2019, 19 (13)

[19] 2D marine controlled-source electromagnetic modeling: Part 1 - An adaptive finite-element algorithm [J].

Li, Yuguo ;

Key, Kerry .

GEOPHYSICS, 2007, 72 (02) :WA51-WA62

[20] Three-dimensional object location and inversion of the magnetic polarizability tensor at a single frequency using a walk-through metal detector [J].

Marsh, Liam A. ;

Ktistis, Christos ;

Jarvi, Ari ;

Armitage, David W. ;

Peyton, Anthony J. .

MEASUREMENT SCIENCE AND TECHNOLOGY, 2013, 24 (04)

← 1 2 3 4 5 →