微波乳腺肿瘤检测的收敛性检验

G. Senaratne
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引用次数: 0

摘要

在实际应用中,利用测量数据求出内部物体某些关键参数的精确解是一项具有挑战性的任务。逆方法必须处理两种主要情况。一种是测量数据中可能包含的噪声,另一种是未知信息的缺乏。当解析求逆问题的解时,我们有关于未知数确切值的信息,但在实际应用中,这些信息只有在一定的限制下才能获得。本文提出了一种利用微波测量检测内部目标收敛性的扫描测试方法。数据采集基于微波散射技术系统,同时考虑了波前正向和后向散射。计算扫描器被用来寻找正问题和反问题的解。该应用系统的建模主要是针对乳腺肿瘤的体内检测,但通常也可用于检测宿主材料内的未知物体。模型内部的物体被认为是一个球体,随后的散射问题用三维坐标系来解决。解决了非线性逆散射问题,发现了很少的未知数,从而可以利用少量的微波测量来确定内部物体(如乳腺肿瘤)的位置和大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Testing for Convergence in Microwave Breast Tumour Detection
Finding an exact solution for some critical parameters of an internal object using the measured data is a challenging task in practical applications. The inverse method has to deal with two major situations. One is the noise which can be included in the measurement data and the other is the lack of information about the unknowns. When finding solutions to the inverse problem analytically, we have information about the exact values of the unknowns, but in practical applications this information is available only with certain limitations. This paper presents a scanning method of testing for convergence to detect an internal object using microwave measurements. Data acquisition is based on the system of a microwave scattering technique considering both forward and backscattered wave-fronts. A computational scanner is used to find solutions to both forward and inverse problems. Modelling of this application system has been aimed towards the in-vivo detection of a breast tumour, in particular, but this can be used for detecting an unknown object inside a host material in general. The internal object inside the model has been considered to be a sphere and the subsequent scattering problem has been solved using a three-dimensional coordinate system. The nonlinear inverse scattering problem is solved to find few unknowns so that the location and the size of the internal object like a breast tumour can be found using few microwave measurements.
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