APPLICATION OF FINITE DIFFERENCE METHOD FOR MEASUREMENT SIMULATION IN ULTRASOUND TRANSMISSION TOMOGRAPHY
Konrad KANIA
k.kania@pollub.plLublin 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 differenceReferences
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Authors
Mariusz MAZUREKInstitute of Philosophy and Sociology of the Polish Academy of Sciences, Warsaw Poland
Authors
Tomasz RYMARCZYKR&D Center Netrix S.A., Lublin, Poland; University of Economics and Innovation in Lublin, Lublin, Poland
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