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
  • [41] COMPUTER STUDIES OF LINEAR AND NON-LINEAR PROCESSING FOR REFLECTION TOMOGRAPHIC DATA - EXTENSION OF SYNTHETIC FOCUS IMAGING METHODS FOR MEDICINE
    JOHNSON, SA
    GREENLEAF, JF
    RAJAGOPALAN, B
    TANAKA, M
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1978, 64 : S177 - S177
  • [42] The temporal organization of life: the impact of multi-frequency non-linear biologic time structure upon the host-cancer balance
    Hrushesky, WJM
    JAPANESE JOURNAL OF CLINICAL ONCOLOGY, 2000, 30 (12) : 529 - 533
  • [43] Complex signal processing using non-linear auditory frequency selectivity
    OMard, LP
    LopezPoveda, EA
    Meddis, R
    BRITISH JOURNAL OF AUDIOLOGY, 1997, 31 (02): : 110 - 110
  • [44] Non-linear frequency scaling algorithm for FMCW SAR data
    Meta, Adriano
    Hoogeboom, Peter
    Ligthart, Leo P.
    2006 EUROPEAN RADAR CONFERENCE, 2006, : 9 - +
  • [45] A frequency based constraint for a multi-frequency linear sampling method
    Alqadah, H. F.
    Valdivia, N.
    INVERSE PROBLEMS, 2013, 29 (09)
  • [46] Multi-frequency VSAR imaging of moving targets
    Wang, GY
    Xia, XG
    Chen, VC
    RADAR PROCESSING, TECHNOLOGY, AND APPLICATIONS IV, 1999, 3810 : 159 - 169
  • [47] Multi-Frequency Intravascular Ultrasound (IVUS) Imaging
    Ma, Teng
    Yu, Mingyue
    Chen, Zeyu
    Fei, Chunlong
    Shung, K. Kirk
    Zhou, Qifa
    IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2015, 62 (01) : 97 - 107
  • [49] Imaging through scattering medium by adaptive non-linear digital processing
    Mukherjee, Saswata
    Rosen, Joseph
    SCIENTIFIC REPORTS, 2018, 8
  • [50] Imaging through scattering medium by adaptive non-linear digital processing
    Saswata Mukherjee
    Joseph Rosen
    Scientific Reports, 8