School of Electrical and Electronic Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Pulau Pinang, Malaysia.
Faculty of Electrical Engineering, Centre for Robotics & Industrial Automation, University Teknikal Malaysia 76100 Durian Tunggal, Melaka, Malaysia.
Curr Med Imaging. 2022;18(9):939-951. doi: 10.2174/1573405618666220304093447.
This paper presents an improved radar-based imaging system for breast cancer detection that features p-slot ultrawideband antennae in a 32-array set-up. The improved reconstruction algorithm incorporates the phase coherence factor (PCF) into the conventional delay and sum (DAS) beamforming algorithm, thus effectively suppressing noise arising from the side- and gratinglobe interferences.
The system is tested by using several breast models fabricated from chemical mixtures formulated on the basis of realistic human tissues. Each model is placed in a hemispherical breast radome that was fabricated from polylactide material and surrounded by 32 p-slot antennae mounted in four concentric layers. These antennae are connected to an 8.5 GHz vector network analyser through two 16-channel multiplexers that automatically switch different combinations of transmitter and receiver pairs in a sequential manner.
The system can accurately detect 5 mm tumours in a complex and homogeneously dense 3D breast model with an average signal-to-clutter ratio and full-width half-maximum of 7.0 dB and 2.3 mm, respectively. These values are more competitive than the values of other beamforming algorithms, even with contrasts as low as 1:2.
The proposed PCF-weighted DAS is the best-performing algorithm amongst the tested beamforming techniques. This research paves the way for a clinical trial involving human subjects. Our laboratory is planning such a trial as part of future work.
本文提出了一种改进的基于雷达的乳腺癌检测成像系统,该系统采用 p 槽超宽带天线,构成 32 个阵元的设置。改进的重建算法将相位相干因子 (PCF) 纳入传统的延迟求和 (DAS) 波束形成算法中,从而有效抑制了来自旁瓣和栅瓣干扰的噪声。
该系统使用由基于真实人体组织的化学混合物制成的几个乳房模型进行测试。每个模型都放置在一个由聚乳酸材料制成的半球形乳房雷达罩中,周围环绕着安装在四个同心层中的 32 个 p 槽天线。这些天线通过两个 16 通道多路复用器连接到 8.5 GHz 矢量网络分析仪,多路复用器自动以顺序方式切换不同的发射机和接收机对的组合。
该系统可以在具有平均信噪比和全宽半最大值分别为 7.0 dB 和 2.3 mm 的复杂且均匀密集的 3D 乳房模型中准确检测 5mm 的肿瘤。这些值比其他波束形成算法的性能更具竞争力,即使对比度低至 1:2。
所提出的 PCF 加权 DAS 是测试的波束形成技术中性能最佳的算法。这项研究为涉及人体受试者的临床试验铺平了道路。我们的实验室正在计划进行这样的试验,作为未来工作的一部分。