DocumentCode
463408
Title
Direction of Arrival Estimation using Eigenanalysis of the Parameterized Spatial Correlation Matrix
Author
Dmochowski, J. ; Benesty, Jacob ; Affes, S.
Author_Institution
INRS-EMT, Quebec Univ., Montreal, Que., Canada
Volume
1
fYear
2007
fDate
15-20 April 2007
Abstract
The estimation of the direction-of-arrival (DOA) of one or more acoustic sources is an area that has generated much interest in recent years, with applications like automatic video camera steering and multi-party stereophonic teleconferencing entering the market. Time-difference-of-arrival (TDOA) based methods compute each relative delay using only two microphones, even though additional microphones are usually available, and thus suffer from the effects of background noise and reverberation. This paper deals with DOA estimation based on spatial spectral estimation, and proposes a novel DOA estimator based on the eigenvalues of the parameterized spatial correlation matrix. Simulation results confirm the ability of the proposed method to provide reliable estimates even in heavily reverberant environments.
Keywords
acoustic signal processing; array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; matrix algebra; microphone arrays; time-of-arrival estimation; TDOA; acoustic sources; background noise; direction of arrival estimation; eigenanalysis; microphones; parameterized spatial correlation matrix; reverberation; spatial spectral estimation; time-difference-of-arrival; Acoustic applications; Background noise; Cameras; Delay effects; Direction of arrival estimation; Eigenvalues and eigenfunctions; Microphones; Reverberation; Teleconferencing; Time difference of arrival; DOA estimation; Microphone arrays; circular array; source localization; spatial correlation matrix;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366601
Filename
4217001
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