• 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