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

Konrad KANIA

k.kania@pollub.pl
Lublin University of Technology, Lublin (Poland)

Mariusz MAZUREK


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

Tomasz RYMARCZYK


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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Published
2022-06-30

Cited by

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

Authors

Konrad KANIA 
k.kania@pollub.pl
Lublin University of Technology, Lublin Poland

Authors

Mariusz MAZUREK 

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

Authors

Tomasz RYMARCZYK 

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

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