We introduce a combination of high-dimensional analysis of variance (HANOVA) and sequential probability ratio test (SPRT) to detect buried objects from an array ground-penetrating radar (GPR) surveying a region of interest in a progressive manner. Using HANOVA, we exploit the transient characteristic of GPR signals in the time domain to extract information about buried objects at fixed positions of the array. Based on the output of the HANOVA, the SPRT is employed to make detection decisions recursively as the array moves downtrack. The method is on-line implementable and of low computational complexity. Our approach is validated using field-data from two quite different GPR sensing systems designed for landmine detection applications.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Statistical method to detect subsurface objects using array ground-penetrating radar data


    Beteiligte:
    Xu, Xiaoyin (Autor:in) / Miller, E.L. (Autor:in) / Rappaport, C.M. (Autor:in) / Sower, G.D. (Autor:in)


    Erscheinungsdatum :

    2002


    Format / Umfang :

    14 Seiten, 26 Quellen




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Print


    Sprache :

    Englisch




    Mars subsurface sounding with a ground penetrating radar

    Barbin, Y. / Nicollin, F. / Costard, F. et al. | British Library Conference Proceedings | 1993


    Subsurface Illumination and Propagation in Ground Penetrating Radar

    Pennock, S. R. / Redfern, M. A. / Shan, Q. et al. | British Library Conference Proceedings | 2006


    Receiver array ground penetrating radar imaging

    Groenenboom, J. / Slob, E.C. | Tema Archiv | 2000


    Detection of subsurface defects in concrete slabs using ground penetrating radar

    Donda, Dipesh / Latosh, Fawzi / Rahman, Mohammed Abdul et al. | British Library Conference Proceedings | 2021


    Data processing for mine-detection polarimetric ground penetrating radar array

    Alli, G. / Bonopera, C. / Sarri, A. et al. | Tema Archiv | 2005