DocumentCode
1342574
Title
Quantitative Imaging in the Time Domain Featuring Gradient Based Minimization and Broyden Updating
Author
Zanoon, Tareq F. ; Abdullah, Mohd Z.
Author_Institution
Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia
Volume
21
Issue
11
fYear
2011
Firstpage
628
Lastpage
630
Abstract
In this letter, we present numerical and experimental results on gradient-based ultra-wide band minimization, utilizing central difference technique and Broyden´s updating strategy. The feasibility and accuracy of this new inverse scattering algorithm is compared with the adjoint method with forward and reverse time-stepping algorithm. Simulation experiments from MRI derived numerical data show that images produced by the proposed scheme are comparable to the adjoint method. However, the former is more accurate in detecting smaller target in experimental setup. As expected, the Broyden´s strategy takes longer time to converge averaging at 26 minutes per iteration compared to 28 seconds for the adjoint method. These results suggest that the proposed method is more robust when reconstructing smaller and noisy target even though the computational complexity is increased.
Keywords
biomedical MRI; image reconstruction; minimisation; numerical analysis; time-domain analysis; ultra wideband technology; Broyden updating; MRI; central difference technique; computational complexity; gradient-based ultra-wide band minimization; inverse scattering algorithm; noisy target reconstruction; quantitative imaging; time domain featuring gradient; Dielectrics; Image reconstruction; Inverse problems; Numerical models; Time domain analysis; Ultra wideband radar; Inverse scaterring; microwave imaging; ultra-wideband (UWB); unconstrained optimization;
fLanguage
English
Journal_Title
Microwave and Wireless Components Letters, IEEE
Publisher
ieee
ISSN
1531-1309
Type
jour
DOI
10.1109/LMWC.2011.2168602
Filename
6035996
Link To Document