Title :
Two decades of statistical array processing
Author :
Viberg, Mats ; Krim, Hamid
Author_Institution :
Dept. of Appl. Electron, Chalmers Univ. of Technol., Goteborg, Sweden
Abstract :
Array signal processing is the common name for a large number of signal processing techniques involving parameter estimation from multichannel data. The prototype problem is to find the directions of incoming wavefronts using an antenna array. The applications are numerous, including unexpected problems not involving spatially distributed sensors. A vast number of estimation methods have been proposed and extensively analyzed over the last 2-3 decades. The paper provides an introduction to the various algorithms.
Keywords :
antenna arrays; array signal processing; direction-of-arrival estimation; statistical analysis; DOA; algorithms; antenna array; array signal processing; estimation methods; incoming wavefronts direction; multichannel data; parameter estimation; prototype problem; signal processing techniques; spatially distributed sensors; statistical array processing; Array signal processing; Direction of arrival estimation; Maximum likelihood estimation; Multiple signal classification; Parameter estimation; Power generation; Prototypes; Signal processing algorithms; Signal resolution; Stochastic systems;
Conference_Titel :
Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-8316-3
DOI :
10.1109/ACSSC.1997.680549