Microwave Breast Cancer Imaging viaMVDR Beamforming Using Compressive Sensing

被引:4
|
作者
Naghsh, Narges Zarnaghi [1 ]
Ghorbani, Ayaz [1 ]
Amindavar, Hamidreza [1 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
来源
2014 INTERNATIONAL CONGRESS ON TECHNOLOGY, COMMUNICATION AND KNOWLEDGE (ICTCK) | 2014年
关键词
D O I
10.1109/ICTCK.2014.7033506
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In microwave breast cancer imaging the signals are ultra-wideband and because of this, according to the nyquist theorem, the sampling rate of the signal is vey high. In this paper a novel breast cancer imaging method using compressive sensing (CS) is proposed. In this method, the received signals are sampled with a rate less than the nyquist rate, then using compressive sensing, we reconstruct the original signals and perform the minimum variance distortionless response (MVDR) beamforming for breast cancer imaging. Comparing the results of the proposed method with the results of the previous MVDR beamforming method, we conclude that using our method we can detect the tumor place with lower samples than the nyquist rate. We compare the signal-to-clutter-ratio (SCR) of these two methods.
引用
收藏
页数:4
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