Beamforming-Enhanced Inverse Scattering for Microwave Breast Imaging

被引:35
|
作者
Burfeindt, Matthew J. [1 ]
Shea, Jacob D. [2 ]
Van Veen, Barry D. [2 ]
Hagness, Susan C. [2 ]
机构
[1] Univ Wisconsin, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Beamforming; biomedical imaging; breast imaging; inverse problems; inverse scattering; mammography; microwave imaging; phantoms; REALISTIC NUMERICAL BREAST; DIELECTRIC-PROPERTIES; CANCER DETECTION; LARGE-SCALE; RECONSTRUCTION; SURGERIES; PHANTOMS; TISSUES;
D O I
10.1109/TAP.2014.2344096
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a focal-beamforming-enhanced formulation of the distorted Born iterative method (DBIM) for microwave breast imaging. Incorporating beamforming into the imaging algorithm has the potential to mitigate the effect of noise on the image reconstruction. We apply the focal-beamforming-enhanced DBIM algorithm to simulated array measurements from two MRI-derived, anatomically realistic numerical breast phantoms and compare its performance to that of the DBIM formulated with two non-focal schemes. The first scheme simply averages scattered field data from reciprocal antenna pairs while the second scheme discards reciprocal pairs. Images of the dielectric properties are reconstructed for signal-to-noise ratios (SNR) ranging from 35 dB down to 0 dB. We show that, for low SNR, the focal beamforming algorithm creates reconstructions that are of higher fidelity with respect to the exact dielectric profiles of the phantoms as compared to reconstructions created using the non-focal schemes. At high SNR, the focal and non-focal reconstructions are of comparable quality.
引用
收藏
页码:5126 / 5132
页数:7
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