Title :
Multiple target DOA estimation by exploiting knowledge of the antenna main beam pattern
Author :
Farina, Alfonso ; Gini, Fulvio ; Greco, Maria
Author_Institution :
Radar & Technol. Div., Alenia-Marconi Syst., Rome, Italy
Abstract :
We propose a new approach to the estimation of the direction of arrival (DOA) of multiple radar targets present in the main lobe of a mechanically rotating antenna. The method is based on the maximum likelihood (ML) technique and it exploits knowledge of the antenna beam pattern. Two scenarios are considered: multiple targets with deterministic unknown complex amplitudes, and multiple targets with random complex Gaussian distributed amplitudes. The performance of the proposed estimator is assessed through Monte Carlo simulation and compared with the Cramer-Rao lower bound.
Keywords :
Monte Carlo methods; antenna radiation patterns; direction-of-arrival estimation; directive antennas; maximum likelihood estimation; radar antennas; radar signal processing; radar tracking; target tracking; ML technique; Monte Carlo simulation; antenna main beam pattern; deterministic unknown complex amplitudes; direction of arrival; maximum likelihood technique; mechanically rotating antenna; multiple radar targets; multiple target DOA estimation; random complex Gaussian distributed amplitudes; Antenna measurements; Azimuth; Direction of arrival estimation; Directive antennas; Frequency; Maximum likelihood estimation; Modems; Power measurement; Radar antennas; State estimation;
Conference_Titel :
Radar Conference, 2002. Proceedings of the IEEE
Print_ISBN :
0-7803-7357-X
DOI :
10.1109/NRC.2002.999757