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

Konrad  KANIA; Mariusz  MAZUREK; Tomasz RYMARCZYK

doi:10.35784/acs-2022-16

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Published: Jun 30, 2022

DOI: https://doi.org/10.35784/acs-2022-16

Issue Vol. 18 No. 2 (2022)

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APPLICATION OF FINITE DIFFERENCE METHOD FOR MEASUREMENT SIMULATION IN ULTRASOUND TRANSMISSION TOMOGRAPHY
Konrad KANIA, Mariusz MAZUREK, Tomasz RYMARCZYK

101-109

DOI

https://doi.org/10.35784/acs-2022-16

Authors

Konrad KANIA

k.kania@pollub.pl

Lublin University of Technology, Lublin, Poland

Mariusz MAZUREK

mmazurek@ifispan.edu.pl

Institute of Philosophy and Sociology of the Polish Academy of Sciences, Warsaw, Poland

Tomasz RYMARCZYK

tomasz@rymarczyk.com

R&D Center Netrix S.A., Lublin, Poland; University of Economics and Innovation in Lublin, Lublin, , Poland

Abstract

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.

Keywords:

forward problem, ultrasound transmission tomography, sensors, machine learning, finite difference

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KANIA, K. ., MAZUREK, M. ., & RYMARCZYK, T. (2022). APPLICATION OF FINITE DIFFERENCE METHOD FOR MEASUREMENT SIMULATION IN ULTRASOUND TRANSMISSION TOMOGRAPHY. Applied Computer Science, 18(2), 101–109. https://doi.org/10.35784/acs-2022-16

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

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