DocumentCode
718688
Title
Performance study of beamspace processing DOA estimation by MUSIC and Capon methods
Author
Yuri, Nechaev ; Ilia, Peshkov
Author_Institution
Inf. Syst. Dept., Voronezh State Univ., Voronezh, Russia
fYear
2015
fDate
21-23 May 2015
Firstpage
1
Lastpage
6
Abstract
In the paper superresolution direction-of-arrival estimation methods such as MUSIC, Capon after beamspace processing i.e. BS-MUSIC and BS-Capon are considered. The main difference beamspace doa-estimation methods from classical ones is in that they decrease computational load of digital signal processing on CPU by using linear algebra with matrices and vectors of lower dimensions. The impact of choosing the decreasing computational load and dimensions methods of antenna array on accuracy of direction-of-arrival estimation are researched. The paper shows numerical values of root mean square error of BS-MUSIC and BS-Capon depending on signal-noise ratio, the number of orthogonal beam patterns and time of average of spatial correlation matrix. The estimations are studied in common typical environments which are most frequently encountered in real applications.
Keywords
array signal processing; correlation methods; direction-of-arrival estimation; matrix algebra; mean square error methods; signal resolution; BS-Capon method; BS-MUSIC method; CPU; antenna array; beamspace processing DOA estimation; computational load reduction; digital signal processing; linear algebra; lower dimension vector; orthogonal beam patterns; root mean square error; signal-noise ratio; spatial correlation matrix; superresolution direction-of-arrival estimation method; Accuracy; Arrays; Direction-of-arrival estimation; Discrete Fourier transforms; Estimation; Multiple signal classification; Noise; antenna array; beamforming; beamspace processing; superresolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location
Omsk
Print_ISBN
978-1-4799-7102-2
Type
conf
DOI
10.1109/SIBCON.2015.7147173
Filename
7147173
Link To Document