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 :
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