An effective approach to the fast, GPU-based, through-wall imaging
DOI:
https://doi.org/10.1109/ICATT.2009.4435168Keywords:
through-wall imaging, GPU, global optimization, Legendre-Fenchel transform, LLTAbstract
We present an approach for the Through-Wall-Imaging based on a simple model of the scattering problem involving few unknowns, exploiting effectively the a priori in-formation on the scenario and using a global optimization approach, relying on Legen-dre-Fenchel Transforms, tailored to fast, parallel implementations on Graphic Processing Units (GPUs).
Experimental results are presented against X-band data collected in a realistic scenario made of a wall of Ytong concrete blocks and a metallic cylindrical scatterer.
References
BARANOSKI, E.J. Through-wall imaging: historical perspective and future directions. J. Franklin Inst., Sept. 2008, v.345, n.6, p.556-569.
CAPOZZOLI, A.; D’ELIA, G. Global optimization in antennas synthesis and diagnostics, part one: concepts, tools, strategies and performances. PIER, 2006, v.56, p.195-232.
STONE, S.S.; HALDAR, J.P.; TSAO, S.C.; HWU, W.-M.W.; SUTTON, B.P.; LIANG, Z.-P. Accelerating advanced MRI reconstruction on GPUs. J. Parallel Distrib. Comput., Oct. 2008, v.68, n.10, p.1307-1318.
LUCET, Y. Faster than the fast Legendre transform, the Linear-time Legendre Transform. Numerical Algorithms, Mar. 1997, v.16, n.2, p.171-185.
PRESS, W.H.; TEUKOLSKY, S.A.; VETTERLING, W.T.; FLANNERY, B.P. Numerical Recipes in Fortran 90. Cambridge, UK: Cambridge University Press, 1996.
HIRIART-URRUTY, J.B. Conditions for global optimality. HORST, R.; PARDALOS, P.M. (Eds.) Handbook of Global Optimization, Dordrecht, Kluwer, 1995, p.1-26.