首页> 外文期刊>SIAM Journal on Applied Mathematics >A PRESSURE DISTRIBUTION IMAGING TECHNIQUE WITH A CONDUCTIVE MEMBRANE USING ELECTRICAL IMPEDANCE TOMOGRAPHY
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A PRESSURE DISTRIBUTION IMAGING TECHNIQUE WITH A CONDUCTIVE MEMBRANE USING ELECTRICAL IMPEDANCE TOMOGRAPHY

机译:导电膜的导电膜压力分布成像技术

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摘要

This paper presents a mathematical framework for a flexible pressure sensor model using electrical impedance tomography (EIT). When pressure is applied to a conductive membrane patch with clamped boundary, the pressure-induced surface deformation results in a change in the conductivity distribution. This change can be detected in the current-voltage data (i.e., EIT data) measured on the boundary of the membrane patch. Hence, the corresponding inverse problem is to reconstruct the pressure distribution from the data. Assuming that the material's conductivity distribution is constant, we derive a two-dimensional (2D) apparent conductivity (in terms of EIT data) corresponding to the surface deformation. Since the 2D apparent conductivity is found to be anisotropic, we consider a constrained inverse problem by restricting the coefficient tensor to the range of the map from pressure to the 2D apparent conductivity. This paper provides theoretical grounds for mathematically modeling the inverse problem. We develop a reconstruction algorithm based on a careful sensitivity analysis. We demonstrate the performance of the reconstruction algorithm through numerical simulations to validate its feasibility for future experimental studies.
机译:本文提出了使用电阻抗层析成像(EIT)的柔性压力传感器模型的数学框架。当对边界固定的导电膜贴片施加压力时,压力引起的表面变形会导致电导率分布发生变化。可以在膜片的边界上测量的电流-电压数据(即,EIT数据)中检测到这种变化。因此,相应的反问题是根据数据重建压力分布。假设材料的电导率分布恒定,我们得出与表面变形相对应的二维(2D)表观电导率(以EIT数据表示)。由于发现二维视在电导率是各向异性的,我们通过将系数张量限制在从压力到二维视在电导率的映射范围内来考虑约束逆问题。本文为反问题的数学建模提供了理论基础。我们基于仔细的敏感性分析开发了一种重建算法。我们通过数值模拟证明了重建算法的性能,以验证其在未来实验研究中的可行性。

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