DocumentCode :
2172818
Title :
Further investigation on Frobenius Spectrum for DOA estimation
Author :
Kunzler, Jonas ; Lemos, Rodrigo ; Burgos, Diego ; Machado, Paulo ; de Deus, Getulio, Jr. ; Silva, Hugo ; Ferreira, Yroa
Author_Institution :
Universidade Federal de Goiás, UFG, Goiânia, Brazil
fYear :
2015
fDate :
24-27 Feb. 2015
Firstpage :
1
Lastpage :
4
Abstract :
The SEAD method relies on the Differential Spectrum to provide accurate DOA estimation even at very low values of SNR. However, calculating the Differential Spectrum requires performing successive SVD for each test angle in a scanning range. Recently, we proposed using the Frobenius norm instead of the SVD to reduce the computational effort of the SEAD method. However, the resulting DOA estimation performance remained inferior to that using the SVD. In order to improve de robustness of the Frobenius Spectrum, this paper analyzes the components of the Frobenius norm aiming to realize advantages and disadvantages of using it. Then, a comparison of the resulting method to other SEAD based methods and MODEX has shown that Frobenius Spectrum is more sensitive for close angles, however, it has shown to be more robust for distant angles.
Keywords :
Arrays; Covariance matrices; Direction-of-arrival estimation; Estimation; Signal to noise ratio; Frobenius spectrum; Singular Value Decomposition; differential spectrum; direction of arrival; smart antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits & Systems (LASCAS), 2015 IEEE 6th Latin American Symposium on
Conference_Location :
Montevideo, Uruguay
Type :
conf
DOI :
10.1109/LASCAS.2015.7250423
Filename :
7250423
Link To Document :
بازگشت