DocumentCode :
2165409
Title :
Subspace-based DOA estimation using Fractional Lower Order statistics
Author :
Hari, K.V.S. ; Lalitha, V.
Author_Institution :
Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore 560012, India
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
2580
Lastpage :
2583
Abstract :
Direction Of Arrival (DOA) estimation, using a sensor array, in the presence of non-Gaussian noise using Fractional Lower-Order Moments (FLOM)matrices is studied. In this paper, a new FLOM based technique using the Fractional Lower Order Infinity Norm based Covariance (FLIC) Matrix is proposed. The bounded property and the low-rank subspace structure of the FLIC matrix is derived. Performance of FLIC based DOA estimation using MUSIC, ESPRIT, is shown to be better than other FLOM based methods.
Keywords :
Arrays; Covariance matrix; Direction of arrival estimation; Estimation; Multiple signal classification; Noise; DOA Estimation; Impulsive Noise; Non-Gaussian noise; Subspace Methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague, Czech Republic
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5947012
Filename :
5947012
Link To Document :
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