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Development of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Media

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dc.contributor.author Iskakov, Kazizat
dc.contributor.author Tatin, Almaz
dc.contributor.author Glazyrina, Natalya
dc.contributor.author Kussainova, Ainur
dc.contributor.author Uzakkyzy, Nurgul
dc.contributor.author Sagindykov, Kakim
dc.date.accessioned 2026-03-13T11:50:35Z
dc.date.available 2026-03-13T11:50:35Z
dc.date.issued 2025
dc.identifier.citation Iskakov, K.; Tatin, A.; Glazyrina, N.; Kussainova, A.; Uzakkyzy, N.; Sagindykov, K. Development of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Media. Appl. Sci. 2025, 15, 7036. https://doi.org/ 10.3390/app15137036 ru
dc.identifier.issn 2076-3417
dc.identifier.other doi.org/ 10.3390/app15137036
dc.identifier.uri http://repository.enu.kz/handle/enu/30347
dc.description.abstract This study presents the development of a discrete algorithm for interpreting groundpenetrating radar (GPR) data in vertically inhomogeneous media for the diagnostics of road structures. Experimental data were obtained using an OKO-2 GPR system, followed by primary radargram processing using the CartScan software. This included noise and interference filtering, as well as the initial estimation of the dielectric permittivity of detected layers. The resulting dataset was used to validate numerical algorithms for solving the forward and inverse problems of geolectrics. The proposed approach is based on minimizing a quadratic misfit functional between the calculated and observed values of the horizontal component of the electromagnetic field. The gradient of the functional required for optimization is obtained via the numerical solution of an adjoint problem. A discrete version of this problem was developed, which satisfies the properties of conservativeness and uniformity according to finite difference theory. The inverse problem reconstruction of dielectric permittivity is considered a non-destructive method for radargram interpretation. Assuming a piecewise-continuous medium structure eliminates the need for computing gradients at material interfaces. The proposed methodology enhances the accuracy and reliability of pavement condition assessment and holds practical value for road infrastructure monitoring. ru
dc.language.iso en ru
dc.publisher Applied Sciences ru
dc.relation.ispartofseries 15, 7036;
dc.subject ground penetrating radar (GPR) ru
dc.subject radargram interpretation ru
dc.subject pavement diagnostics ru
dc.subject dielectric permittivity reconstruction ru
dc.subject inverse problems ru
dc.subject inverse modeling ru
dc.subject optimization methods ru
dc.subject discrete method ru
dc.subject digital signal processing ru
dc.title Development of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Media ru
dc.type Article ru


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