Title :
Frequency Independent Flexible Spherical Beamforming Via Rbf Fitting
Author :
Yerukhimovich, Arkady ; Duraiswami, Ramani ; Gumerov, Nail A. ; Zotkin, Dmitry N.
Author_Institution :
Perceptual Interfaces & Reality Lab., Maryland Univ., College Park, MD
Abstract :
We describe a new method for sound analysis using a spherical microphone array without the use of quadrature over the sphere. Quadrature based solutions are very sensitive to the placement of microphones on the sphere, needing measurements to be made at exactly the quadrature positions. We propose to use fitting with band-limited radial basis functions (RBFs) rather than quadrature. Our approach results in frequency independent beamformer weights for flexibly placed microphone locations. Results are demonstrated using both synthetic and real spherical array data
Keywords :
acoustic signal processing; array signal processing; microphone arrays; RBF fitting; band-limited radial basis functions; frequency independent beamformer weights; frequency independent flexible spherical beamforming; sound analysis; spherical array data; spherical microphone array; Array signal processing; Computer science; Educational institutions; Eigenvalues and eigenfunctions; Equations; Frequency; Microphone arrays; Nails; Position measurement; Robustness;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661208