使用多参数优化开发的GSSI 2000 MHz手掌天线的数字孪生

O. Patsia, A. Giannopoulos, I. Giannakis
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引用次数: 2

摘要

探地雷达(GPR)的数值模拟已被广泛用于预测和评估其性能。由于发射天线和接收天线是探地雷达系统的最基本的组成部分之一,因此,如果要使仿真接近真实的探地雷达信号并具有良好的保真度,则必须在模型中包含它们的准确表示。本文介绍了地球物理测量系统公司(GSSI) 2000 MHz“手掌”天线的三维模型。采用遗传算法(GA)和粒子群优化(PSO)对关键元件的未知介电特性进行了估计。结果与自由空间和金属板上方的实际响应进行了比较,结果吻合较好。利用现实场景的真实数据进行了进一步的验证,结果与模拟结果非常吻合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A digital twin of the GSSI 2000 MHz palm antenna developed using multi-parametric optimisation
Numerical modelling of Ground Penetrating Radar (GPR) has been extensively used to both predict and assess its performance. As the transmitting and receiving antennas are one of the most fundamental elements of a GPR system, an accurate representation of them should be included in a model if the simulations is to be close in reproducing the actual GPR signal with a good degree of fidelity. In this paper, a three-dimensional model of a 2000 MHz “palm” antenna from Geophysical Survey Systems, Inc. (GSSI) is presented. Values for unknown dielectric properties of key elements were estimated using a genetic algorithm (GA) and a particle swarm optimization (PSO) scheme. The results were compared with real responses obtained in free-space and above a metal plate, showing good agreement. Further validation has been done using real data from realistic scenarios, resulting in a very good match with the simulations.
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