Investigation of error propagation and measurement error for 2D block method in Electrical Impedance Tomography

Saeed Zaravi, R. Amirfattahi, B. Vahdat
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引用次数: 1

Abstract

2D block method (2D BM) is a new approach to solve inverse problem as one of the most challenging case in Electrical Impedance Tomography (EIT). In this method, a tissue is modeled by some blocks to construct a medical image of a body limb. Recently, a non-iterative linear inverse solution is introduced to solve the inverse problem in the 2D BM. But effect of measurement error has not been considered for non-iterative linear inverse solution yet. In this paper, an appropriate method is proposed to investigate the error propagation in 2D BM. The effect of measurement error is considered as well through different examples. Results show that the BM is very sensitive to the measurement error and fault propagation depends mainly on the type of tissue conductivity distribution. It also can be show that the error increases exponentially in each calculation step.
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电阻抗层析二维块法误差传播及测量误差研究
二维块法(2D BM)是电阻抗层析成像(EIT)中最具挑战性的问题之一,是一种求解逆问题的新方法。在该方法中,用一些块对组织进行建模,以构建身体肢体的医学图像。最近,引入了一种非迭代线性逆解来求解二维BM的逆问题。但对于非迭代线性逆解,还没有考虑测量误差的影响。本文提出了一种合适的方法来研究二维BM中的误差传播。通过不同的算例,考虑了测量误差的影响。结果表明,BM对测量误差非常敏感,故障传播主要取决于组织电导率分布的类型。结果表明,误差在每个计算步骤中呈指数增长。
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