Title :
Efficient parameter estimation of partially polarized electromagnetic waves
Author :
Li, Jian ; Stoica, Petre
Author_Institution :
Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
fDate :
11/1/1994 12:00:00 AM
Abstract :
The paper considers the problem of statistically efficient estimation of the parameters of partially polarized electromagnetic (EM) waves with a uniform linear array of crossed dipoles. Previous research considered only completely polarized EM waves. The authors consider the maximum likelihood (ML) estimation of partially polarized wave parameters, in particular, the incident angles and the degrees of polarization. They present a computationally efficient large-sample ML estimator that avoids the multidimensional search over the parameter space, which is required by the exact ML estimator. They also show how to deal with the cases where some of the incident waves are known or are considered to be completely polarized. Finally, some numerical examples comparing the performance of the estimators with their theoretical statistical performance in a variety of scenarios are presented
Keywords :
antenna theory; array signal processing; dipole antenna arrays; electromagnetic wave polarisation; linear antenna arrays; maximum likelihood estimation; crossed dipoles linear array; degrees of polarization; incident angles; maximum likelihood estimation; parameter estimation; partially polarized electromagnetic waves; statistical performance; statistically efficient estimation; Electromagnetic scattering; Electromagnetic wave polarization; Estimation theory; Magnetic properties; Magnetic sensors; Maximum likelihood estimation; Multidimensional systems; Parameter estimation; Radar; Space technology;
Journal_Title :
Signal Processing, IEEE Transactions on