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APPLICATION OF FINITE DIFFERENCE METHOD FOR MEASUREMENT SIMULATION IN ULTRASOUND TRANSMISSION TOMOGRAPHY

cris.lastimport.scopus2024-09-17T01:30:23Z
dc.abstract.enIn this work, we present a computer simulation model that generates the propagation of sound waves to solve a forwardproblem in ultrasound transmissiontomography. The simulator can be used to create data sets used in the supervised learning process. A solution to the "free-space"boundary problem was proposed,and the memory consumption was significantly optimized from O(n2) to O(n). The given method of simulating wave scattering enables the control of the noise extinction time within the tomographic probe and the permeability of the sound wave. The presentedversion of the script simulates the classic variant of a circular probe with evenly distributed sensors around the circumference.
dc.affiliationTransportu i Informatyki
dc.contributor.authorKonrad KANIA
dc.contributor.authorMariusz MAZUREK
dc.contributor.authorTomasz RYMARCZYK
dc.date.accessioned2024-04-22T10:45:18Z
dc.date.available2024-04-22T10:45:18Z
dc.date.issued2022
dc.description.abstract<jats:p>In this work, we present a computer simulation model that generates the propagation of sound waves to solve a forward problem in ultrasound transmission tomography. The simulator can be used to create data sets used in the supervised learning process. A solution to the "free-space" boundary problem was proposed, and the memory consumption was significantly optimized from O(n2) to O(n). The given method of simulating wave scattering enables the control of the noise extinction time within the tomographic probe and the permeability of the sound wave. The presented version of the script simulates the classic variant of a circular probe with evenly distributed sensors around the circumference.</jats:p>
dc.identifier.doi10.35784/acs-2022-16
dc.identifier.issn2353-6977
dc.identifier.issn1895-3735
dc.identifier.urihttps://repo.akademiawsei.eu/handle/item/197
dc.languageen
dc.pbn.affiliationinformation and communication technology
dc.relation.ispartofApplied Computer Science
dc.rightsCC-BY
dc.subject.enforward problem
dc.subject.enultrasound transmission tomography
dc.subject.ensensors
dc.subject.enmachine learning
dc.subject.enfinite difference
dc.titleAPPLICATION OF FINITE DIFFERENCE METHOD FOR MEASUREMENT SIMULATION IN ULTRASOUND TRANSMISSION TOMOGRAPHY
dc.typeReviewArticle
dspace.entity.typePublication
oaire.citation.issue2
oaire.citation.volume18