Title :
Spinning targets imaging based on OMP algorithm with radial basis function
Author :
Yuhao, Yang ; Yuanpeng, Ma ; Zhiping, Yin ; Dongjin, Wang ; Weidong, Chen
Author_Institution :
Dept. EEIS, Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
A new radar imaging method is proposed for spinning targets in space. The rapid spin motion of the target induces multi-period sinusoidal modulation of the radar echoes in both range and doppler domain, which causes Range-Doppler (R-D) algorithm invalid in conventional radar imaging. The presented method analyzes the echo model of the target spinning around an arbitrary axis. An exponential radial basis function (RBF) is then constructed from the scatters´ range profile based on a distance-weighted criterion, and the image is rebuilt by recovering the projection of the target base on orthogonal matching pursuit (OMP) algorithm with the radial basis matrix. The simulation results show that the proposed method can obtain the radar image more effectively for the target with a uniform speed spin motion.
Keywords :
Doppler effect; electromagnetic wave scattering; iterative methods; radar clutter; radar imaging; radar tracking; radial basis function networks; synthetic aperture radar; target tracking; OMP algorithm; R-D algorithm; RBF; Range-Doppler algorithm; distance-weighted criterion; doppler domain; multiperiod sinusoidal modulation; orthogonal matching pursuit algorithm; radar echo; radar imaging; radial basis function; radial basis matrix; rapid spin motion; scatter range profile; spinning target imaging; target projection recovery; Imaging; Matching pursuit algorithms; Radar imaging; Scattering; Spaceborne radar; Spinning; distance-weighted criterion; orthogonal matching pursuit; radar imaging; radial basis function; spinning target;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655877