Title :
On the use of beamforming for estimation of spatially distributed signals
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Sweden
Abstract :
In wireless communications, spatially distributed signals originate from local scattering around the transmitter. Spatially distributed signals cause conventional high-resolution methods to show degradation in performance, since the underlying data model is of full rank theoretically. In this paper, a relationship between the distribution of the spatial spread and the power azimuth spectrum is derived. Using this relationship, two simple and robust estimators based on the conventional beamformer and Capon´s beamformer for estimation of the nominal direction and spatial spread are found. The proposed estimators show very good performance in numerical examples.
Keywords :
array signal processing; direction-of-arrival estimation; mobile radio; Capon beamformer; beamforming; nominal direction estimation; performance; power azimuth spectrum; robust estimators; spatial spread; spatially distributed signal estimation; wireless communications; Array signal processing; Azimuth; Data models; Direction of arrival estimation; Fading; Indoor radio communication; Radio transmitters; Robustness; Scattering; Wireless communication;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199963