Title :
Multiple target detection--Optimum resolution
Author :
Abo-Zena, Anas ; Church, Eugene L.
Author_Institution :
Armament Research and Development Center, Dover, NJ, USA
Abstract :
A new method of estimating the directions and powers of multiple targets from array data is described and illustrated. Target directions are first determined using the energy distribution of the covariance-matrix eigensystem, and their corresponding powers are then determined using the maximum likelihood method, which are also used to eliminate spurious targets. System performance is evaluated by comparison with the corresponding results obtained by exercising previous estimators under the same conditions: those of Capon, Schmidt, and Johnson and DeGraaf.
Keywords :
Covariance matrix; Eigenvalues and eigenfunctions; Energy resolution; Gaussian noise; Maximum likelihood estimation; Multiple signal classification; Research and development; Sensor arrays; State estimation; System performance;
Conference_Titel :
Antennas and Propagation Society International Symposium, 1986
DOI :
10.1109/APS.1986.1149582