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Super-resolution microwave imaging: Time-domain tomography using highly accurate evolutionary optimization method

机译:超分辨率微波成像:使用高精度进化优化方法的时域层析成像

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This paper presents a novel inverse scattering method for biomedical application using microwaves. The method is established based on an evolutionary algorithm-particle swarm optimization method which can achieve accurate results for high dimensional problems. The use of time domain data allows multiple frequency selectivity. 2D FDTD simulations have shown that the method attains super-resolution that offers 0.1 wavelength with only 10% dielectric contrast between the tumor and background. Thus, this method is promising for imaging early stage breast cancer where only small dielectric contrast of 10% could exist between breast tumor and glandular tissues.
机译:本文提出了一种新颖的逆散射方法,用于利用微波的生物医学应用。该方法是建立在进化算法-粒子群优化方法的基础上的,该算法可以解决高维问题。时域数据的使用允许多种频率选择性。二维FDTD模拟表明,该方法可实现超分辨率,该分辨率可提供0.1个波长,而肿瘤与背景之间的介电对比度仅为10%。因此,这种方法有望用于早期乳腺癌的成像,在早期乳腺癌中,乳腺肿瘤与腺组织之间只有很小的10%的介电对比。

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