An innovative Frequency Hopping multi-zoom inversion strategy for GPR subsurface imaging

M. Salucci, P. Rocca, G. Oliveri, A. Massa
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Abstract

This work deals with subsurface imaging of buried objects when Ground Penetrating Radar (GPR) is used for gathering time-domain data at the air-soil interface. An innovative inversion procedure based on the integration of a deterministic Conjugate-Gradient (CG) reconstruction procedure and the Iterative Multi-Scaling Approach (IMSA) able to exploit the frequency diversity of GPR data is presented. Here, suitable frequency components of the spectrum of the GPR field data are exploited through a Frequency Hopping (FH) strategy within the proposed IMSA-CG multi-zoom iterative inversion scheme. Numerical simulations show satisfactory results when dealing with scatterers characterized by various dimensions, shapes, and dielectric characteristics. Furthermore, the proposed method demonstrates to be robust against different noise levels and able to provide acceptable reconstruction accuracy although a limited amount of collected data.
一种创新的探地雷达地下成像跳频多变焦反演策略
本文研究了利用探地雷达(GPR)采集空气-土壤界面时域数据时被埋物体的地下成像问题。提出了一种基于确定性共轭梯度(CG)重建方法与迭代多尺度方法(IMSA)相结合的反演方法,利用探地雷达数据的频率分异特性。在本文提出的IMSA-CG多变焦迭代反演方案中,通过跳频(FH)策略,利用GPR外场数据频谱的合适频率分量。对具有不同尺寸、形状和介电特性的散射体进行数值模拟,得到了满意的结果。此外,所提出的方法对不同的噪声水平具有鲁棒性,并且能够在有限的收集数据量下提供可接受的重建精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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