DocumentCode :
3608309
Title :
Fast 3-D Qualitative Method for Through-Wall Imaging and Structural Health Monitoring
Author :
Fallahpour, Mojtaba ; Zoughi, Reza
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Illinois, Urbana, IL, USA
Volume :
12
Issue :
12
fYear :
2015
Firstpage :
2463
Lastpage :
2467
Abstract :
A fast non-iterative 3-D imaging method is developed which incorporates several critical approximations to overcome computational burden and data collection constraints associated with imaging layered media. The method first invokes dyadic Green´s function to relate the object reflectivity function (or image) to the collected data. Then, calculating the reflectivity function requires solving a computationally-intensive and ill-posed inverse problem. The data collection constraints and layered media modeling uncertainties also add to the complexity associated with this inverse problem. To address these challenges, a set of approximations are considered which simplify the imaging problem and cast it into a de-convolution problem with much less computational burden which is implemented using fast Fourier transform. The performance of the method is verified for through-wall imaging and structural health monitoring, indicating that it is reasonably tolerant to constraint associated with data collection limitations and modeling inaccuracies.
Keywords :
Green´s function methods; approximation theory; condition monitoring; convolution; fast Fourier transforms; inverse problems; iterative methods; microwave imaging; structural engineering; approximation theory; computationally-intensive inverse problem; data collection; deconvolution problem; dyadic Green function; fast 3D qualitative method; fast Fourier transform; ill-posed inverse problem; imaging layered media; microwave imaging; noniterative 3D imaging method; object reflectivity function; structural health monitoring; through-wall imaging; Approximation methods; Green´s function methods; Imaging; Mathematical model; Nonhomogeneous media; Radar imaging; Synthetic aperture radar; Layered media; structural health monitoring (SHM); synthetic aperture radar (SAR); through-wall imaging (TWI);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Publisher :
ieee
ISSN :
1545-598X
Type :
jour
DOI :
10.1109/LGRS.2015.2484260
Filename :
7298397
Link To Document :
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