Vol. 141
Latest Volume
All Volumes
PIER 179 [2024] PIER 178 [2023] PIER 177 [2023] PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
2013-07-12
Artifact Removal Algorithms for Microwave Imaging of the Breast
By
Progress In Electromagnetics Research, Vol. 141, 185-200, 2013
Abstract
One of the most promising alternative imaging modalities for breast cancer detection involved the use of microwave radar systems. A critical component of any radar-based imaging system for breast cancer detection is the early-stage artifact removal algorithm. Many existing artifact removal algorithms are based on simplifying assumptions about the degree of commonality in the artifact across all channels. However, several real-world clinical scenarios could result in greater variation in the early-stage artifact, making the artifact removal process much more difficult. In this study, a range of existing artifact removal algorithms, coupled with algorithms adapted from Ground Penetrating Radar applications, are compared across a range of appropriate performance metrics.
Citation
Muhammad Adnan Elahi, Martin Glavin, Edward Jones, and Martin O'Halloran, "Artifact Removal Algorithms for Microwave Imaging of the Breast," Progress In Electromagnetics Research, Vol. 141, 185-200, 2013.
doi:10.2528/PIER13052407
References

1. Hagness, S. C., A. Taflove, and J. E. Bridges, "Three-dimensional FDTD analysis of a pulsed microwave confocal system for breast cancer detection: Design of an antenna-array element," IEEE Trans. on Antennas and Propagat., Vol. 47, No. 5, 783-791, May 1999.
doi:10.1109/8.774131

2. Fear, E. C., X. Li, S. C. Hagness, and M. A. Stuchly, "Confocal microwave imaging for breast cancer detection: Localization of tumors in three dimensions," IEEE Trans. on Biomed. Eng., Vol. 49, No. 8, 812-822, August 2002.
doi:10.1109/TBME.2002.800759

3. Bond, E. J., X. Li, S. C. Hagness, and B. D. V. Veen, "Microwave imaging via space-time beamforming for early detection of breast cancer," IEEE Trans. on Antennas and Propagat., Vol. 8, 1690-1705, August 2003.
doi:10.1109/TAP.2003.815446

4. Li, X., E. J. Bond, S. C. Hagness, B. D. V. Veen, and D. van der Weide, "Three-dimensional microwave imaging via space-time beamforming for breast cancer detection," IEEE AP-S International Symposium and USNC/USRI Radio Science Meeting, San Antonio, TX, USA, June 2002.

5. Xie, Y., B. Guo, J. Li, and P. Stoica, "Novel multistatic adaptive microwave imaging methods for early breast cancer detection," EURASIP J. Appl. Si. P., Vol. 2006, Article ID: 91961, 1-13, 2006.

6. Moriyama, T., Z. Meng, and T. Takenaka, "Forward-backward time-stepping method combined with genetic algorithm applied to breast cancer detection," Microwave and Optical Technology Letters, Vol. 53, No. 2, 438-442, 2011.
doi:10.1002/mop.25699

7. Donelli, M., I. J. Craddock, D. Gibbins, and M. Sarafianou, "A three-dimensional time domain microwave imaging method for breast cancer detection based on an evolutionary algorithm," Progress In Electromagnetics Research M, Vol. 18, 179-195, 2011.

8. Klemm, M., I. J. Craddock, J. A. Leendertz, A. Preece, and R. Benjamin, "Improved delay-and-sum beamforming algorithm for breast cancer detection," International Journal of Antennas and Propagation, Vol. 2008, Article ID: 761402, 9 Pages, 2008.

9. Sill, J. and E. Fear, "Tissue sensing adaptive radar for breast cancer detection-experimental investigation of simple tumor models," IEEE Transactions on Microwave Theory and Techniques, Vol. 53, No. 11, 3312-3319, 2005.
doi:10.1109/TMTT.2005.857330

10. Woody, C. D., "Characterization of an adaptive filter for the analysis of variable latency neuroelectric signals," Medical and Biological Engineering, Vol. 5, No. 6, 539-554, 1967.
doi:10.1007/BF02474247

11. Abujarad, F., A. Jostingmeier, and A. Omar, "Clutter removal for landmine using different signal processing techniques," Proceedings of the Tenth International Conference on Ground Penetrating Radar, GPR, 697-700, 2004.

12. Verma, P., A. Gaikwad, D. Singh, and M. Nigam, "Analysis of clutter reduction techniques for through wall imaging in UWB range," Progress In Electromagnetics Research B, Vol. 17, 29-48, 2009.
doi:10.2528/PIERB09060903

13. Zhi, W. and F. Chin, "Entropy-based time window for artifact removal in uwb imaging of breast cancer detection," IEEE Signal Processing Letters, Vol. 13, No. 10, 585-588, 2006.
doi:10.1109/LSP.2006.876346

14. Maskooki, A., E. Gunawan, C. B. Soh, and K. S. Low, "Frequency domain skin artifact removal method for ultra-wideband breast cancer detection," Progress In Electromagnetics Research, Vol. 98, 299-314, 2009.
doi:10.2528/PIER09101302

15. Piou, J., "A state identification method for 1-D measurements with gaps," Proc. American Institute of Aeronautics and Astronautics Guidance Navigation and Control Conf., 2005.

16. Wax, M. and T. Kailath, "Detection of signals by information theoretic criteria," IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. 33, No. 2, 387-392, 1985.
doi:10.1109/TASSP.1985.1164557

17. Zastrow, E., S. K. Davis, M. Lazebnik, F. Kelcz, B. D. V. Veen, and S. C. Hagness, "Database of 3D grid-based numerical breast phantoms for use in computational electromagnetics simulations," , Department of Electrical and Computer Engineering University of -Wisconsin-Madison, 2008, [online], available: httphttp://uwcem.ece.wisc.edu/home.htm.

18. Kumar, R. and M. Rattan, "Analysis of various quality metrics for medical image processing," International Journal, Vol. 2, No. 11, 2012.