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