Title :
Multipath Exploitation in Through-Wall Radar Imaging Via Point Spread Functions
Author :
Setlur, Pawan ; Alli, G. ; Nuzzo, L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
Abstract :
Due to several sources of multipath in through-wall radar sensing, such as walls, floors, and ceilings, there could exist multipath ghosts associated with a few genuine targets in the synthetic aperture beamformed image. The multipath ghosts are false positives and therefore confusable with genuine targets. Here, we develop a multipath exploitation technique using point spread functions, which associate and map back the multipath ghosts to their genuine targets, thereby increasing the effective signal-to-clutter ratio (SCR) at the genuine target locations. To do so, we first develop a multipath model advocating the Householder transformation, which permits modeling multiple reflections at multiple walls, and also allows for unconventional room/building geometries. Second, closed-form solutions of the multipath ghost locations assuming free space propagation are derived. Third, a nonlinear least squares optimization is formulated and initialized with these free space solutions to localize the multipath ghosts in through-wall radar sensing. The exploitation approach is general and does not require a priori assumptions on the number of targets. The free space multipath ghost locations and exploitation technique derived here may be used as is for multipath exploitation in urban canyons via synthetic aperture radar. Analytical expressions quantifying the SCR gain after multipath exploitation are derived. The analysis is validated with experimental EM results using finite-difference time-domain simulations.
Keywords :
array signal processing; finite difference time-domain analysis; least squares approximations; optimisation; radar clutter; radar imaging; synthetic aperture radar; EM result; SCR; finite-difference time-domain simulation; free space multipath ghost location; free space propagation; multipath exploitation technique; multiple reflection; nonlinear least square optimization; point spread function; signal-to-clutter ratio; synthetic aperture beamformed image; synthetic aperture radar; through-wall radar imaging; through-wall radar sensing; urban canyon; Through-wall radar; beamforming; multipath; point spread function; ray-tracing; synthetic aperture radar;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2013.2256916