Title :
Compressive Sensing for Fast Analysis of Wide-Angle Monostatic Scattering Problems
Author :
Chen, Ming Sheng ; Liu, Fa Lin ; Du, Hong Mei ; Wu, Xian Liang
Author_Institution :
Sch. of Inf. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
fDate :
7/3/1905 12:00:00 AM
Abstract :
The method of moments (MOM) is used in conjugation with the compressive sensing (CS) to efficiently analyze the electromagnetic scattering problems over a wide incident angle. A new incident source is formed based on CS theory, in which much information from different incident angle is included. By solving the integral equations under this new incident source, one can obtain the measurements of the induced currents without calculating the problems with a finer angle increment. Finally, the orthogonal matching pursuit technique (OMP) is used to recover the real induced currents. Numerical simulations for differently shaped objects are presented to validate the effectiveness of the proposed method.
Keywords :
electromagnetic wave scattering; integral equations; iterative methods; method of moments; compressive sensing; electromagnetic scattering problem; incident source; integral equation; method of moments; numerical simulation; orthogonal matching pursuit technique; wide-angle monostatic scattering problem; Compressed sensing; Current distribution; Equations; Mathematical model; Moment methods; Transforms; Compressive sensing; method of moments (MOM); wide-angle monostatic scattering;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2011.2174190