DocumentCode :
919386
Title :
Time of Arrival Data Fusion Method for Two-Dimensional Ultrawideband Breast Cancer Detection
Author :
Chen, Yifan ; Gunawan, Erry ; Low, Kay Soon ; Wang, Shih-Chang ; Soh, Cheong Boon ; Thi, Lin Lin
Author_Institution :
Nanyang Technol. Univ., Singapore
Volume :
55
Issue :
10
fYear :
2007
Firstpage :
2852
Lastpage :
2865
Abstract :
A new microwave imaging method is given for breast tumor detection using an ultrawideband (UWB) imaging system. By combining the time of arrival (TOA) measurements from different sensors, the presence and location of small malignant lesions can be identified. At each sensor, the generalized sequence CLEAN (GS-CLEAN) algorithm is proposed to resolve the impulse response (IR) components into bins smaller than the duration of the sounding pulse. This novel deconvolution technique, working well with largely continuous image content, also solves an inverse problem to estimate the unknown tumors´ morphological/dielectric properties and delay intervals. Subsequently, the TOA data fusion step is applied to obtain an estimate of the locations of dominant scattering sources such as cancerous tumors. We also apply the entropy-based approaches to collectively estimate the tumor morphological and electrical features based on the information acquired at various antenna elements. Preliminary two-dimensional (2-D) analysis and simulations demonstrate that the system developed is feasible to detect small breast malignant masses using this approach.
Keywords :
cancer; entropy; image fusion; medical image processing; microwave imaging; object detection; time-of-arrival estimation; transient response; ultra wideband technology; (UWB); 2D ultrawideband breast cancer detection; TOA; antenna elements; breast malignant masses; breast tumor detection; deconvolution technique; delay intervals; entropy; generalized sequence CLEAN algorithm; impulse response components; inverse problem; microwave imaging; time of arrival data fusion; tumor morphological; ultrawideband imaging system; Acoustic sensors; Breast cancer; Breast neoplasms; Breast tumors; Cancer detection; Delay estimation; Microwave imaging; Microwave theory and techniques; Optical imaging; Ultra wideband technology; Breast cancer detection; data fusion; statistical clutter modeling; time-of-arrival (TOA); two-dimensional (2-D) analysis; ultrawideband (UWB) microwave imaging;
fLanguage :
English
Journal_Title :
Antennas and Propagation, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-926X
Type :
jour
DOI :
10.1109/TAP.2007.905868
Filename :
4339557
Link To Document :
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