微波成像在生物医学应用中的权衡研究

D. Chang, Li-Der Fang, Wen-Hsien Fang, Chih-Hung Lee
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引用次数: 5

摘要

微波成像的质量取决于两个因素:微波图像的分辨率和对比度。微波图像的分辨率主要取决于微波信号的带宽;而对比度取决于信噪比(SNR), SNR越高,图像的对比度越好。一般来说,信号的带宽越宽,频率就越高,这反过来又会导致波在组织内传播时更严重的衰减。由此产生的信噪比随后被降低。因此,在微波图像的分辨率和对比度之间有一个权衡。本文旨在研究基于一种新的通信方案的高质量微波成像的权衡问题。特别是,我们考虑了一种多输入多输出(MIMO)方法用于乳腺肿瘤检测。计算机仿真结果表明,该方案具有较好的目标识别能力,提高了信噪比,并在分辨率和突防深度之间取得了较好的平衡。
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Tradeoff study of microwave imaging for biomedical application
The quality of microwave imaging depends on two factors: the resolution and contrast of microwave images. The resolution of microwave image is dominated by the bandwidth of microwave signal; whereas, the contrast depends on the signal to noise ratio (SNR) - the higher the SNR is, the better the contrast of the images is. In general the wider the bandwidth of a signal has, the higher the frequency will be, which in turn causes more serious attenuation during wave propagation inside tissues. The resulting SNR is then degraded. Thereby, there is a tradeoff between the resolution and contrast of microwave images. This paper intends to study the tradeoff of the high quality microwave imaging based on a new communication scheme. In particular, we consider an multiple-input multiple-output (MIMO) approach for breast tumor detection. Conducted computer simulations show that this scheme can get a better target identification capability and improved SNR and that it can attain a better tradeoff between resolution and penetration depth.
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