Title :
High-resolution DOA estimation from synthetic aperture beamforming
Author :
Marino, Claudio S. ; Chau, Paul M.
Author_Institution :
Dept. of Electr. Eng., California Univ., San Diego, La Jolla, CA, USA
Abstract :
We have introduced a new direction of arrival algorithm that synthetically extends the spatial aperture (synthetic aperture conventional beamformer, SA-CBF) that couples the resolution capability of the MUSIC algorithm and the robustness of the conventional Bartlett beamformer. The synthetic aperture is created bv using a 2D data extrapolation technique from 2D linear prediction algorithm whose number of parameters were selected by a 2D AIC or 2D MDL. Simulation shows comparable resolution to that of the MUSIC algorithm with lower sidelobes.
Keywords :
antenna radiation patterns; array signal processing; direction-of-arrival estimation; extrapolation; linear antenna arrays; prediction theory; signal classification; 2D AIC; 2D MDL; 2D data extrapolation technique; 2D linear prediction algorithm; Bartlett beamformer; MUSIC algorithm; SA-CBF; direction of arrival algorithm; high-resolution DOA estimation; sidelobes; spatial aperture; synthetic aperture beamforming; synthetic aperture conventional beamformer; Apertures; Array signal processing; Covariance matrix; Data models; Direction of arrival estimation; Extrapolation; Multiple signal classification; Robustness; Signal resolution; Spatial resolution;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2005 IEEE
Print_ISBN :
0-7803-8883-6
DOI :
10.1109/APS.2005.1552235