Title :
Statistical signal analysis for the inverse source problem of electromagnetics
Author :
Nordebo, Sven ; Gustafsson, Mats
Author_Institution :
Sch. of Math. & Syst. Eng., Vaxjo Univ., Sweden
fDate :
6/1/2006 12:00:00 AM
Abstract :
A statistical signal analysis for the inverse source problem of electromagnetics is given. This correspondence considers the problem of estimating either the near field or the radiating current distribution from a measurement of the far field. The solution is derived via a linear operator formalism, and the ill-posedness of the reconstruction is quantified by using the Cramer-Rao lower bound, which is explicitly given in terms of the multipole expansion of the electromagnetic field. A numerical study is included to illustrate the theoretical results.
Keywords :
computational electromagnetics; electromagnetic field theory; signal processing; statistical analysis; Cramer-Rao lower bound; electromagnetic field; electromagnetics; far field; inverse source problem; radiating current distribution; statistical signal analysis; Antenna theory; Current distribution; Current measurement; Electromagnetic fields; Electromagnetic measurements; Electromagnetic radiation; Inverse problems; Radar antennas; Signal analysis; Signal processing; Applications of statistical signal processing techniques;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.873503