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http://dx.doi.org/10.5515/KJKIEES.2011.22.12.1124

Algorithm Study for Diagnosis the Breast Cancer Using LMA and FDTD  

Seo, Min-Gyeong (Department of Radio Science and Engineering, Chungnam National University)
Kim, Tae-Hong (ElectroMagnetic Environment Research Certer in Chungnam National University)
Mun, Ji-Yeon (Department of Radio Science and Engineering, Chungnam National University)
Jeon, Soon-Ik (Electronics and Telecommunications Research Institute)
Pack, Jeong-Ki (Department of Radio Science and Engineering, Chungnam National University)
Publication Information
Abstract
In this paper, image reconstruction algorithm for breast cancer detection using MT(Microwave Tomography) was investigated. The breast cancer detection system under development uses 16 transmit/receive antennas. The signal waveform was a sinusoidal wave at 900 MHz. To solve the 2D inverse scattering problem, we used the 2D FDTD (Finite Difference Time Domain) method for forward calculation and LMA(Levenberg-Marquardt Algorithm) for optimization. The result of the image reconstruction using the numerical phantom by MRI(Magnetic Resonance Imaging) obtained from real patient of breast cancer showed that we can detect the position of the tumor accurately.
Keywords
LMA; Inverse Scattering; 2D FDTD; Breast Cancer; Microwave Tomography;
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1 K. Madsen, H. B. Nielsen, and O. Tingleff, "Methods for non-linear least squares problems", Technical University of Denmark, 2004.
2 K. Madsen, H. B. Nielsen, and O. Tingleff, "Methods for non-linear squares problems", Technical University of Denmark, 2004.
3 Ann Franchois, Christian Pichot, "Microwave imaging- complex permittivity reconstruction with a levenberg-marquardt method", IEEE Trans. Antennas Propagat., vol. AP-45, pp. 203-215, 1997.
4 D. Calvetti, S. Morigi, L. Reichel, and F. Sgallan, "Tikhonov regularization and the L-curve for large discrete ill-posed problems", J. Computational and Applied Mathematics, vol. 123, pp. 423-446, Nov. 2000.   DOI
5 P. M. Meaney, E. Demidenko, N. K. Yagnamurthy, D. Li, M. W. Fanning, and K. D. Paulsen, "A twostage microwave image reconstruction procedure for improved internal feature extraction", Med. Phys., vol. 28, pp. 2358-2369, Sep. 2001.
6 Paul M. Meaney, Keith D. Paulsen, Brian W. Pogue, and Michael I. Miga, "Microwave image reconstruction utilizing log-magnitude and unwrapped phase to improve high-contrast object recovery", IEEE Trans. Medical Imaging, vol. 20, no. 2, pp. 104-116, Feb. 2001.   DOI
7 W. C. Chew, Q. H. Liu, "Inversion of induction tool measurements using the distorted Born iterative method and CG-FFT", IEEE Trans. Geosci. Remote Sensing, vol. 32, pp. 878-884, Jul. 1994.   DOI
8 W. C. Chew, G. P. Otto, W. H. Weedon, J. H. Lin, C. C. Lu, Y. M. Wang, and M. Moghaddam, "Nonlinear diffraction tomography: the use of inverse scattering for imaging", Int. J. Imaging Sys. and Tech., vol. 7, pp. 16-24, 1996.   DOI
9 A. Taflove, M. E. Brodwin, "Numerical solution of steady-state electromagnetic scattering problems using the time-dependent Maxwell's equations", IEEE Trans. MTT.-23, pp. 623-630, Aug. 1975.
10 Tonny Rubak, Paul M.Meaney, Peter Meincke, and Keith D. Paulsen, "Nonlinear microwave imaging for breast-cancer screening using Gauss-Newton's method and the CGLS inversion algorithm", IEEE Trans. AP., vol. 55, pp. 2320-2331, Aug. 2007.   DOI
11 P. M. Meaney, M. W. Fanning, D. Li, S. P. Poplack, and K. D. Paulsen, "A clinical prototype for active microwave imaging of the breast", IEEE Trans. MTT., vol. 48, pp. 1841-1853, Nov. 2000.   DOI
12 P. E. Frandsen, K. Jonasson, H. B. Nielsen, and O. Tingleff, Unconstrained Optimization, 3rd Edition, IMM, DTU., 2004.
13 박천석, 양상용, "Levenberg-Marquardt와 유전 알고리듬을 결합한 잡종 알고리듬을 이용한 거대강산란체의 초고주파 영상", 한국전자파학회논문지, 8(5), pp. 431-544, 1997년 10월.
14 T. H. Kim, B. S. Kim, J. M. Lee, S. I. Jeon, and J. K. Pack, "A study of dielectric properties of fatty, malignant and fibro-glandular tissues in female human breast", APEMC Symp. 2008, Singapore, May 2008.