DocumentCode :
1467046
Title :
Optimal Modal Beamforming for Spherical Microphone Arrays
Author :
Yan, Shefeng ; Sun, Haohai ; Svensson, U. Peter ; Ma, Xiaochuan ; Hovem, Jens M.
Author_Institution :
Inst. of Acoust., Chinese Acad. of Sci., Beijing, China
Volume :
19
Issue :
2
fYear :
2011
Firstpage :
361
Lastpage :
371
Abstract :
An approach to optimal array pattern synthesis based on spherical harmonics is presented. The array processing problem in the spherical harmonics domain is expressed with a matrix formulation. The beamformer weight vector design problem is written as a multiply constrained problem, so that the resulting beamformer can provide a suitable trade-off among multiple conflicting performance measures such as directivity index, robustness, array gain, sidelobe level, mainlobe width, and so on. The multiply constrained problem is formulated as a convex form of second-order cone programming which is computationally tractable. We show that the pure phase-mode spherical microphone array can be viewed as a minimum variance distortionless response (MVDR) beamformer in the spherical harmonics domain for the case of spherically isotropic noise. It is shown that our approach includes the delay-and-sum beamformer and a pure phase-mode beamformer as special cases, which leads to very flexible designs. Results of simulations and experimental data processing show good performance of the proposed array pattern synthesis approach. To simplify the analysis, the assumption of equidistant spatial sampling of the wavefield by microphones on a spherical surface is used and the aliasing effects due to noncontinuous spatial sampling are neglected.
Keywords :
array signal processing; matrix algebra; microphone arrays; MVDR beamformer; beamformer weight vector design; delay-and-sum beamformer; equidistant spatial sampling; matrix formulation; minimum variance distortionless response; optimal array pattern synthesis; optimal modal beamforming; phase-mode beamformer; second-order cone programming; spherical harmonics; spherical microphone array; Array signal processing; Distortion measurement; Gain measurement; Harmonic distortion; Microphone arrays; Performance gain; Phase distortion; Phased arrays; Robustness; Sampling methods; Array processing; directivity index (DI); multiply constrained optimization; sidelobe control; spherical harmonics; white noise gain (WNG);
fLanguage :
English
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1558-7916
Type :
jour
DOI :
10.1109/TASL.2010.2047815
Filename :
5445044
Link To Document :
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