Frequency-domain penalized least-squares beamformer design for early detection of breast cancer via microwave imaging

被引:5
作者
Davis, SK [1 ]
Li, X [1 ]
Bond, EJ [1 ]
Hagness, C [1 ]
Van Veen, BD [1 ]
机构
[1] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
来源
SAM2002: IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP PROCEEDINGS | 2002年
关键词
D O I
10.1109/SAM.2002.1191012
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Microwave imaging has been recently proposed as an alternative to X-ray mammography for early-stage breast cancer detection. In this paper we investigate a method of microwave imaging via space-time (MIST) beamforming for detecting backscattered energy from small malignant breast tumors. The beamformer weights are designed to optimally compensate for frequency-dependent propagation effects and minimize clutter by solving a set of penalized least-squares problems that are formulated in the frequency domain. We demonstrate the efficacy of our space-time beamforming approach using backscatter data acquired from two types of breast phantoms: a realistic numerical breast model and a simple experimental breast phantom. The numerical model is derived from a magnetic resonance image of the breast and the backscatter waveforms are computed using the finite-difference time-domain method for solving Maxwell's equations. The experimental phantom consists of a synthetic tumor suspended in a homogeneous liquid. The dielectric-properties contrast between the liquid and synthetic tumor is similar to the contrast between normal and malignant breast tissue. Our images exhibit high signal-to-clutter ratios and good tumor localization even under various challenging conditions.
引用
收藏
页码:120 / 124
页数:5
相关论文
共 6 条
[1]  
BOND EJ, UNPUB IEEE T ANTENNA
[2]  
CHAUDHARY SS, 1984, INDIAN J BIOCHEM BIO, V21, P76
[3]   ROBUST ADAPTIVE BEAMFORMING [J].
COX, H ;
ZESKIND, RM ;
OWEN, MM .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (10) :1365-1376
[4]   Microwave detection of breast cancer [J].
Fear, E.C. ;
Stuchly, M.A. .
IEEE Transactions on Microwave Theory and Techniques, 2000, 48 (11 I) :1854-1863
[5]   Two-dimensional FDTD analysis of a pulsed microwave confocal system for breast cancer detection: Fixed-focus and antenna-array sensors [J].
Hagness, SC ;
Taflove, A ;
Bridges, JE .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (12) :1470-1479
[6]   A confocal microwave imaging algorithm for breast cancer detection [J].
Li, X ;
Hagness, SC .
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2001, 11 (03) :130-132