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Study of Correlation Coefficient for Breast Tumor Detection in Microwave Tomography

机译:微波层析成像技术在乳腺肿瘤检测中的相关系数研究

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In microwave tomography, it is necessary to increase the amount of diverse observation data for accurate image reconstruction of the dielectric properties of the imaging area. The multi-polarization method has been proposed as a suitable technique for the acquisition of a variety of observation data. While the effectiveness of employing multi-polarization to reconstruct images has been confirmed, the physical considerations related to image reconstruction have not been investigated. In this paper, a compact-sized imaging sensor using multi-polarization for breast cancer detection is presented. An analysis of the correlation coefficient of the received data of adjacent antennas was performed to interpret the imaging results. Numerical simulation results demonstrated that multi-polarization can reconstruct images better compared to single polarizations owing to its low correlation coefficient and condition number.
机译:在微波层析成像中,有必要增加各种观察数据的数量,以对成像区域的介电特性进行精确的图像重建。已经提出了多极化方法作为用于获取各种观察数据的合适技术。尽管已经证实了采用多极化来重建图像的有效性,但是尚未研究与图像重建有关的物理考虑。在本文中,提出了一种使用多极化检测乳腺癌的紧凑型成像传感器。对相邻天线的接收数据的相关系数进行分析以解释成像结果。数值模拟结果表明,多极化由于其相关系数和条件数较低,因此与单极化相比可以更好地重建图像。

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