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dc.contributor.authorIskakov, Kazizat
dc.contributor.authorTatin, Almaz
dc.contributor.authorGlazyrina, Natalya
dc.contributor.authorKussainova, Ainur
dc.contributor.authorUzakkyzy, Nurgul
dc.contributor.authorSagindykov, Kakim
dc.date.accessioned2026-03-13T11:50:35Z
dc.date.available2026-03-13T11:50:35Z
dc.date.issued2025
dc.identifier.citationIskakov, 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/app15137036ru
dc.identifier.issn2076-3417
dc.identifier.otherdoi.org/ 10.3390/app15137036
dc.identifier.urihttp://repository.enu.kz/handle/enu/30347
dc.description.abstractThis 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.isoenru
dc.publisherApplied Sciencesru
dc.relation.ispartofseries15, 7036;
dc.subjectground penetrating radar (GPR)ru
dc.subjectradargram interpretationru
dc.subjectpavement diagnosticsru
dc.subjectdielectric permittivity reconstructionru
dc.subjectinverse problemsru
dc.subjectinverse modelingru
dc.subjectoptimization methodsru
dc.subjectdiscrete methodru
dc.subjectdigital signal processingru
dc.titleDevelopment of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Mediaru
dc.typeArticleru


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