DocumentCode
126823
Title
Estimating reflectivity by non-stationary deconvolution of ultra-wide band radar data: Application to microwave breast imaging
Author
Kay Yuhong Liu ; Fear, Elise C. ; Potter, Michael
Author_Institution
Schulich Sch. of Eng., Univ. of Calgary, Calgary, AB, Canada
fYear
2014
fDate
16-23 Aug. 2014
Firstpage
1
Lastpage
4
Abstract
The quality of a microwave breast image is gaged in part by the resolution of the recorded scatter fields. Deconvolution is applied to improve the signal resolution and yield a representation of subsurface reflectivity by compressing the excitation pulse in the recorded signals. As the electromagnetic wave propagates through lossy and dispersive breast tissues, the waveform is distorted due to the frequency dependent attenuation. This imposes challenges on the stationary deconvolution techniques, which assume a time-invariant propagating wavelet. In this paper, we apply Gabor non-stationary deconvolution to compensate for these dissipative and dispersive effects. Results demonstrate that this method provides a more accurate estimate of the reflectivity of the imaged object and shows ability to compensate for the wave attenuation and correct the waveform distortion.
Keywords
1/f noise; cancer; deconvolution; electromagnetic wave propagation; medical signal processing; microwave imaging; reflectivity; signal resolution; tumours; ultra wideband radar; waveform analysis; Gabor nonstationary deconvolution; dispersive breast tissues; dispersive effects; dissipative effects; electromagnetic wave propagation; excitation pulse compressing; frequency dependent attenuation; imaged object; lossy breast tissues; microwave breast image quality; microwave breast imaging; nonstationary deconvolution; recorded scatter field resolution; recorded signals; reflectivity estimation; signal resolution; stationary deconvolution techniques; subsurface reflectivity; time-invariant propagating wavelet; ultrawide band radar data; wave attenuation; waveform distortion; Attenuation; Deconvolution; Dispersion; Mathematical model; Reflectivity; Time-frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
General Assembly and Scientific Symposium (URSI GASS), 2014 XXXIth URSI
Conference_Location
Beijing
Type
conf
DOI
10.1109/URSIGASS.2014.6930133
Filename
6930133
Link To Document