A Two-Step Inverse-Scattering Technique in Variable-Exponent Lebesgue Spaces for Through-the-Wall Microwave Imaging: Experimental Results

被引:16
|
作者
Randazzo, Andrea [1 ]
Ponti, Cristina [2 ,3 ]
Fedeli, Alessandro [1 ]
Estatico, Claudio [4 ]
D'Atanasio, Paolo [5 ]
Pastorino, Matteo [1 ]
Schettini, Giuseppe [2 ,3 ]
机构
[1] Univ Genoa, Dept Elect Elect Telecommun Engn & Naval Architec, I-16145 Genoa, Italy
[2] Roma Tre Univ, Dept Engn, I-00146 Rome, Italy
[3] CNIT, Roma Tre Unit, I-00146 Rome, Italy
[4] Univ Genoa, Dept Math DIMA, I-16146 Genoa, Italy
[5] Casaccia Res Ctr, Italian Natl Agcy New Technol Energy & Sustainabl, I-00123 Rome, Italy
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2021年 / 59卷 / 09期
关键词
Imaging; Image reconstruction; Dielectrics; Radar imaging; Antenna measurements; Microwave theory and techniques; Microwave imaging; Electromagnetic scattering; inverse problems; microwave imaging; through-the-wall imaging (TWI); variable-exponent Lebesgue spaces; TARGET TRACKING; RADAR; RECONSTRUCTION; GPR; LOCALIZATION; OBJECTS;
D O I
10.1109/TGRS.2021.3052608
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
A novel two-step inverse-scattering technique is proposed for through-the-wall microwave imaging. The approach is based on a regularization scheme developed in the framework of variable-exponent Lebesgue spaces, which enhances the quality of the reconstruction by properly tuning the exponent function that defines the adopted norm. Such a function is built directly from the available data by using a beamforming technique based on a delay-and-sum scheme. After an initial numerical assessment, the approach is validated against experimental measurements in a laboratory environment, with targets placed behind a brick wall. Measured data are collected in time domain by scanning the transmitting and receiving antennas in a multi-illumination and multi-view arrangement. The processing of experimental data is performed in the frequency domain, where data at multiple frequencies are extracted by a Fast Fourier Transform (FFT) and simultaneously processed by the imaging algorithm. The obtained imaging results confirm the good reconstruction capabilities of the developed inverse-scattering scheme in the case of both metallic and low-contrast targets.
引用
收藏
页码:7189 / 7200
页数:12
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