DocumentCode
730432
Title
Low-complexity robust DOA estimation
Author
Dumitrescu, Bogdan ; Rusu, Cristian ; Tabus, Ioan ; Astola, Jaakko
Author_Institution
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
fYear
2015
fDate
19-24 April 2015
Firstpage
2794
Lastpage
2798
Abstract
We propose a low complexity method for estimating direction of arrival (DOA) when the positions of the array sensors are affected by errors with known magnitude bound. This robust DOA method is based on solving an optimization problem whose solution is obtained in two stages. First, the problem is relaxed and the corresponding power estimation has an expression similar to that of standard beamforming. If the relaxed solution does not satisfy the magnitude bound, an approximation is made by projection. Unlike other robust DOA methods, no eigenvalue decomposition is necessary and the complexity is similar to that of MVDR. For low and medium SNR, the proposed method competes well with more complex methods and is clearly better than MVDR.
Keywords
array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; array sensors; direction of arrival; eigenvalue decomposition; low-complexity robust DOA estimation; power estimation; standard beamforming; Arrays; Indexes; Robustness; Tin; direction of arrival; optimization; robustness; spectral power density;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7178480
Filename
7178480
Link To Document