DocumentCode
302615
Title
Fast SVD-based algorithm for signal selective DOA estimation
Author
Di Mario, Gianpio ; Di Claudio, Elio D. ; Orlandi, Gianni
Author_Institution
INFOCOM Dept., Rome Univ., Italy
Volume
2
fYear
1996
fDate
12-15 May 1996
Firstpage
497
Abstract
The classical formulation of subspace direction of arrival (DOA) estimation algorithms, such as MUSIC, assumes temporally independent source signals and white noise background. If only a subset of source signals are of interest (SOI), a computationally expensive classification procedure should be performed after both DOA parameter estimation and signal extraction steps. In this paper, a simple and robust SVD-based estimation procedure is proposed, making use of an orthogonal two-channel decomposition of sensor signals in the time domain, optimized for the SOI. Simulation results are provided to support the capability of the proposed algorithm of discarding temporally uncorrelated interference and identifying the SOI DOA parameters only, without any need of post-processing
Keywords
direction-of-arrival estimation; singular value decomposition; MUSIC; SOI; classification; fast SVD algorithm; orthogonal two-channel decomposition; sensor; signal selective DOA estimation; simulation; source signal subset; subspace direction of arrival; temporally uncorrelated interference; time domain; white noise; Bandwidth; Computational modeling; Direction of arrival estimation; Interference; Multiple signal classification; Narrowband; Noise robustness; Parameter estimation; Sensor arrays; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location
Atlanta, GA
Print_ISBN
0-7803-3073-0
Type
conf
DOI
10.1109/ISCAS.1996.541755
Filename
541755
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