应用于乳腺成像的差分雷达测量不确定度

E. Porter, A. Santorelli, M. Popovic
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引用次数: 3

摘要

在这项工作中,我们评估了测量不确定度及其对时域微波乳房成像系统的影响。我们的雷达系统包含一个16元多静态传感器阵列,并使用微分方法生成乳房的微波图像。我们第一次用这样的系统检查了水平和垂直噪声源单独和共同造成的不确定性,以确定它们对图像质量和肿瘤检测的影响。我们发现,对于时域雷达系统使用差分成像,水平噪声明显比垂直噪声更有害,必须补偿,以便有乳腺肿瘤的成功成像。我们展示了对两种类型的噪声进行补偿之前和之后重建的乳房图像的示例,并强调了这种补偿的必要性。
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Measurement uncertainties in differential radar applied to breast imaging
In this work, we evaluate the measurement uncertainty and its consequences on a time-domain microwave breast imaging system. Our radar system contains a 16-element multistatic sensor array, and is used to generate microwave images of the breast using a differential method. We examine, for the first time with such a system, uncertainty due to sources of horizontal and vertical noise individually and together to determine their impact on image quality and tumor detection. It is found that for a time-domain radar system using differential imaging, horizontal noise is significantly more detrimental than vertical noise, and must be compensated for in order to have successful imaging of breast tumors. We show an example of a reconstructed breast image before and after compensation for both types of noise and highlight the necessity of such compensation.
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