DocumentCode :
3565330
Title :
Innovative nearfield electromagnetic imaging system
Author :
Tabassum, Muhammad Naveed ; Elshafiey, Ibrahim ; Alam, Mubashir
Author_Institution :
Electr. Eng. Dept., King Saud Univ., Riyadh, Saudi Arabia
fYear :
2014
Firstpage :
1
Lastpage :
5
Abstract :
An innovative reconstruction system using compressed sensing for nearfield electromagnetic imaging is presented in this paper. The proposed imaging system is tested and validated by creating a dictionary for head imaging of single and multiple brain tumor targets. The scattered time-domain signals are collected at few sensor positions, considering a limited number of possible spatial locations of tumor targets, and using spatial compressed sensing. TPhe sensed signals are further preprocessed for spectral sparsity in frequency domain, resulting in further reduction in the number of samples. Simulation of the forward problem is presented, considering a head model, using CST Microwave Studio tool. Image reconstruction is performed considering various levels of signal to noise ratio. The quality of the reconstructed images of the target space reveals the potential of the developed imaging system.
Keywords :
brain; compressed sensing; electromagnetic wave scattering; image reconstruction; medical image processing; spectral analysis; time-frequency analysis; tumours; CST Microwave Studio tool; brain tumor targets; frequency domain anaysis; head imaging; head model; image reconstruction; nearfield electromagnetic imaging system; scattered time-domain signal; signal to noise ratio; spatial compressed sensing; spatial location; spectral sparsity; Arrays; Compressed sensing; Dictionaries; Head; Image reconstruction; Imaging; Tumors; Nearfield imaging; electromagnetic imaging; head imaging; spatial compressed sensing; spectral compressed sensing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Instrumentation, Measurement and Applications (ICSIMA), 2014 IEEE International Conference on
Print_ISBN :
978-1-4799-8039-0
Type :
conf
DOI :
10.1109/ICSIMA.2014.7047428
Filename :
7047428
Link To Document :
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