Title :
Coherent signals direction-of-arrival estimation using a spherical microphone array: Frequency smoothing approach
Author :
Khaykin, Dima ; Rafaely, Boaz
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
Direction-of-arrival (DOA) estimation of coherent signals is considered of great importance in signal processing. To estimate both azimuth and elevation angle with the same accuracy, 3-dimensional (3-D) array must be used. Spherical arrays have the advantage of spherical symmetry, facilitating 3-D DOA estimation. To apply high resolution subspace DOA estimation algorithms, such as MUSIC, in a coherent environment, a smoothing technique is required. This paper presents the development of a smoothing technique in the frequency domain for spherical microphone arrays. We show that frequency smoothing can be efficiently performed using spherical arrays due to the decoupling of frequency and angular components. Experimental comparison of DOA estimation between beamforming and MUSIC with frequency smoothing is performed with data measured in a real auditorium.
Keywords :
audio signal processing; direction-of-arrival estimation; microphone arrays; 3-dimensional array; 3D DOA estimation; 3D array; MUSIC; azimuth estimation; beamforming; coherent signals direction-of-arrival estimation; elevation angle estimation; frequency smoothing approach; high resolution subspace DOA estimation algorithm; signal processing; spherical microphone array; Array signal processing; Azimuth; Direction of arrival estimation; Frequency estimation; Microphone arrays; Multiple signal classification; Signal processing; Signal processing algorithms; Signal resolution; Smoothing methods; Direction-of-arrival estimation; multipath; spherical microphone array; wideband sources;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics, 2009. WASPAA '09. IEEE Workshop on
Conference_Location :
New Paltz, NY
Print_ISBN :
978-1-4244-3678-1
Electronic_ISBN :
1931-1168
DOI :
10.1109/ASPAA.2009.5346492