地雷探测探地雷达反传输线建模及地下参数估计

IF 0.3 Q4 MULTIDISCIPLINARY SCIENCES Momona Ethiopian Journal of Science Pub Date : 2019-02-15 DOI:10.4314/MEJS.V10I2.2
G. T. Tesfamariam
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引用次数: 0

摘要

本文介绍了利用探地雷达(GPR)测量对塑料地雷的探测及其地下和目标的特征。采用反传输线(TL)建模方法,分析了实际探地雷达系统在非均匀地面上的工作特性。建模方法考虑了表面粗糙度、自然杂波、目标和土壤湿度的存在。利用该模型,可以评估电磁传播的时域特征。利用逆TL模型对地下和埋地塑料地雷的电导率、磁导率和介电常数等特征参数进行了估计。采用TL建模得到电磁方程的反解。考虑了不同的场景,并利用b扫描数据的测试信号来验证该方法的有效性。实际数据分析的仿真结果表明了该模型的有效性及其在地下目标探测和表征中的应用。使用四个假设的接收者工作特征(ROC)分析模型的性能,发现以12%的虚警为代价实现了99.5%的检测。关键词:介电性能;电磁波传播;探地雷达;参数估计;反向传输线。
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Inverse Transmission Line Modeling of GPR for Landmine Detection and Subsurface Parameter Estimation
This paper presents detection of plastic landmines and characterization of subsurface and the target using ground penetrating radar (GPR) measurements. The inverse transmission line (TL) modeling approach is used to analyze the characteristics of practical GPR system operating above non-uniform ground. The modeling approach considers the presence of surface roughness, natural clutter, targets and soil moisture. With this model, the time domain signature of electromagnetic (EM) propagation can be assessed. The inverse TL modeling is applied to estimate the characteristic parameters (such as conductivity, magnetic permeability and permittivity) of the subsurface and buried plastic landmines. TL modeling is applied to obtain the reverse solution of the electromagnetic equations. Different scenarios were considered and test signals of the B-scan data are used to test the effectiveness of the method. Simulations of the real data analysis showed the effectiveness of the model and its application to target detection and characterization of the subsurface. Performance of the modeling is analyzed using receiver operating characteristic (ROC) analysis of the four hypotheses and it has found that 99.5% detection has achieved as the cost of 12% of false alarm. Keywords : Dielectric properties; EM wave propagation; GPR; Parameter estimation; Inverse transmission line.
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来源期刊
Momona Ethiopian Journal of Science
Momona Ethiopian Journal of Science MULTIDISCIPLINARY SCIENCES-
自引率
0.00%
发文量
13
审稿时长
12 weeks
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