Title :
Joint Use of Sum and Delta Channels for Multiple Radar Target DOA Estimation
Author :
Greco, Maria ; Gini, Fulvio ; Farina, Alfonso
Author_Institution :
Univ. of Pisa, Pisa
fDate :
7/1/2007 12:00:00 AM
Abstract :
This paper deals with the problem of estimating the parameters, i.e., complex amplitudes, directions of arrival (DOAs), and Doppler frequencies, of multiple radar targets present in the same range-azimuth resolution cell of a surveillance radar, by joint processing the sum and delta channel data. The AML-RELAX (asymptotically maximum likelihood) estimator previously derived by the authors is extended to a two-channel system scenario. Both the cases of targets having the same Doppler frequencies and different Doppler frequencies are considered. Performance is numerically investigated through Monte Carlo simulation and compared with that of the single channel estimator, which exploits knowledge of the sum antenna main beam only. Performance of the AML-RELAX estimator is also compared with that of two monopulse estimators for single and multiple target scenarios.
Keywords :
Monte Carlo methods; direction-of-arrival estimation; maximum likelihood estimation; radar target recognition; search radar; AML-RELAX; Doppler frequencies; Monte Carlo simulation; asymptotically maximum likelihood estimator; delta channels; directions of arrival estimation; joint processing; monopulse estimators; multiple radar target; range-azimuth resolution cell; single channel estimator; sum antenna main beam; sum channels; surveillance radar; Amplitude estimation; Direction of arrival estimation; Doppler radar; Frequency estimation; Image segmentation; Maximum likelihood estimation; Parameter estimation; Radar antennas; Radar cross section; Radar imaging;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2007.4383604