Advanced multi-frequency GPR data processing for non-linear deterministic imaging

被引:42
|
作者
Salucci, M. [1 ,2 ]
Poli, L. [1 ]
Massa, A. [1 ,2 ]
机构
[1] Univ Trento, ELEDIA UniTN, ELEDIA Res Ctr, Via Sommarive 9, I-38123 Trento, Italy
[2] ELEDIA Res Ctr, ELEDIA L2S, UMR 8506, 3 Rue Joliot Curie, F-91192 Gif Sur Yvette, France
关键词
Ground-Penetrating Radar (GPR); Conjugate gradient; Frequency-hopping; Multi-frequency; Iterative multi-scaling approach; GROUND-PENETRATING RADAR; INVERSE-SCATTERING; RECONSTRUCTION; OPTIMIZATION; OBJECTS;
D O I
10.1016/j.sigpro.2016.06.019
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, the quantitative imaging of the dielectric characteristics of unknown targets buried in a lossy half-space is performed by suitably processing wide-band ground penetrating radar (GPR) measurements. An innovative multi-frequency (MF) fully non-linear inverse scattering (IS) technique exploiting the integration of a conjugate-gradient (CG) solver within the iterative multi-scaling approach (IMSA) is proposed. Representative results from numerical test cases are presented to provide the interested readers with some indications on the effectiveness, as well as the current limitations, of the proposed approach when directly compared to a state-of-the-art frequency-hopping (FH) based method formulated in the same framework. Such a validation points out that if, on the one hand, the proposed MF strategy is computationally more efficient than the FH one, on the other hand, it turns out to be less reliable and accurate in several situations. (C) 2016 Elsevier B.V. All rights reserved.,
引用
收藏
页码:306 / 318
页数:13
相关论文
共 50 条
  • [31] Multi-Frequency Holographic Microwave Imaging for Breast Lesion Detection
    Wang, Lulu
    IEEE ACCESS, 2019, 7 : 83984 - 83993
  • [32] Data Processing and Imaging in GPR System Dedicated for Landmine Detection
    Jeroen Groenenboom
    Alexander Yarovoy
    Subsurface Sensing Technologies and Applications, 2002, 3 (4): : 387 - 402
  • [33] Impact of Data Processing and Antenna Frequency on Spatial Structure Modelling of GPR Data
    De Benedetto, Daniela
    Quarto, Ruggiero
    Castrignano, Annamaria
    Palumbo, Domenico A.
    SENSORS, 2015, 15 (07) : 16430 - 16447
  • [34] MULTI-FREQUENCY APPROACH TO FAULT DICTIONARY OF LINEAR ANALOG FAULT DIAGNOSIS
    Babu, N. Sarat Chandra
    Prasad, V. C.
    Rao, S. P. Venu Madhava
    Kishore, K. Lal
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2008, 17 (05) : 905 - 928
  • [35] A Fourier Method to Recover Elastic Sources with Multi-Frequency Data
    Song, Minghui
    Wang, Xianchao
    EAST ASIAN JOURNAL ON APPLIED MATHEMATICS, 2019, 9 (02) : 369 - 385
  • [36] On the Design of a Multi-Frequency Wireless Power and Data Transfer System
    Fontana, Nunzia
    Brizi, Danilo
    Barmada, Sami
    Monorchio, Agostino
    2020 INTERNATIONAL APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY SYMPOSIUM (2020 ACES-MONTEREY), 2020,
  • [37] Random Walks in Frequency and the Reconstruction of Obstacles with Cavities from Multi-frequency Data
    Askham, Travis
    Borges, Carlos
    Hoskins, Jeremy
    Rachh, Manas
    JOURNAL OF SCIENTIFIC COMPUTING, 2024, 98 (01)
  • [38] Random Walks in Frequency and the Reconstruction of Obstacles with Cavities from Multi-frequency Data
    Travis Askham
    Carlos Borges
    Jeremy Hoskins
    Manas Rachh
    Journal of Scientific Computing, 2024, 98
  • [39] Sub-diffraction imaging on standard microscopes through photobleaching microscopy with non-linear processing
    Munck, Sebastian
    Miskiewicz, Katarzyna
    Sannerud, Ragna
    Menchon, Silvia A.
    Jose, Liya
    Heintzmann, Rainer
    Verstreken, Patrik
    Annaert, Wim
    JOURNAL OF CELL SCIENCE, 2012, 125 (09) : 2257 - 2266
  • [40] An auto-focus algorithm for imaging of objects under a lossy earth from multi-frequency and multi-monostatic data
    Liu YanLi
    Li LianLin
    Li Fang
    SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (09) : 1880 - 1890