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
相关论文
共 50 条
  • [1] Frequency Beamforming-Enhanced DBIM for Limited-Aperture Quantitative Imaging
    Ziegler, Scott J.
    Burfeindt, Matthew J.
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2025, 73 (02) : 1173 - 1184
  • [2] A TSVD Analysis of Microwave Inverse Scattering for Breast Imaging
    Shea, Jacob D.
    Van Veen, Barry D.
    Hagness, Susan C.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (04) : 936 - 945
  • [3] A Distributed Relay Beamforming-enhanced TDMA System
    Rahman, Muhammad Mahboob Ur
    Salim, Muhammad Ahmed
    Yasmeen, Aneela
    Gross, James
    2015 IEEE 81ST VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2015,
  • [4] Inverse scattering in a Bayesian framework: application to microwave imaging for breast cancer detection
    Gharsalli, Leila
    Ayasso, Hacheme
    Duchene, Bernard
    Mohammad-Djafari, Ali
    INVERSE PROBLEMS, 2014, 30 (11)
  • [5] Microwave imaging by quasi-inverse scattering
    Hasegawa, T
    Iwasaki, T
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2004, 87 (05): : 52 - 61
  • [6] Numerical Analysis of Inverse Scattering in Microwave Imaging
    Yang, Lin
    Ho, S. L.
    Yang, Shiyou
    Fu, Weinong
    IEEE TRANSACTIONS ON MAGNETICS, 2011, 47 (05) : 1482 - 1485
  • [7] Beamforming in the Frequency Domain with Applications to Microwave Breast Imaging
    Curtis, Charlotte
    Fear, Elise
    2014 8TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2014, : 72 - 76
  • [8] On the Forward Scattering of Microwave Breast Imaging
    Lui, Hoi-Shun
    Fhager, Andreas
    Persson, Mikael
    INTERNATIONAL JOURNAL OF BIOMEDICAL IMAGING, 2012, 2012
  • [9] An inverse scattering technique for microwave imaging of binary objects
    Rekanos, IT
    Tsiboukis, TD
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2002, 50 (05) : 1439 - 1441
  • [10] Ultra-wideband microwave imaging of breast cancer tumors via Bayesian inverse scattering
    Fouda, A. E.
    Teixeira, F. L.
    JOURNAL OF APPLIED PHYSICS, 2014, 115 (06)